Publications
Research publications in computer vision, machine learning, and artificial intelligence
[Publication Summary]: I have published papers in various prestigious AI/CV/ML conferences including CVPR (31, 1 CVPR Best Paper Nomination), ICCV (15, 1 ICCV Best Paper Nomination), ECCV (11), WACV (11), NeurIPS (7), ICLR (8), ICML (5), AAAI (11), IJCAI (6), IROS (3), ACM Multimedia (10), ACL (2), and MICCAI (3, 1 Finalist for the MICCAI 2023 & 2025 Young Scientist Publication Impact Award). Most of them are CSRankings conferences.
Preprints
FactorizedHMR: A Hybrid Framework for Video Human Mesh Recovery
Patrick Kwon, Chen Chen
arXiv:2603.20391
Monocular Models are Strong Learners for Multi-View Human Mesh Recovery
Haoyu Xie, Shengkai Xu, Cheng Guo, Muhammad Usama Saleem, Wenhan Wu, Chen Chen, Ahmed Helmy, Pu Wang, Hongfei Xue
arXiv:2603.20391
KHMP: Frequency-Domain Kalman Refinement for High-Fidelity Human Motion Prediction
Wenhan Wu, Zhishuai Guo, Chen Chen, Srijan Das, Hongfei Xue, Pu Wang, Aidong Lu
arXiv:2603.21327v1
Monkey Jump : MoE-Style PEFT for Efficient Multi-Task Learning
Nusrat Jahan Prottasha, Md Kowsher, Chun-Nam Yu, Chen Chen, Ozlem Garibay
arXiv:2601.06356
CLARITY: Medical World Model for Guiding Treatment Decisions by Modeling Context-Aware Disease Trajectories in Latent Space
Tianxingjian Ding, Yuanhao Zou, Chen Chen, Mubarak Shah, Yu Tian
arXiv:2512.08029
Agentic Large-Language-Model Systems in Medicine: A Systematic Review and Taxonomy
Abdul Mohaimen Al Radi, Xu Cao, Fanyang Yu, Yuyuan Liu, Fengbei Liu, Chong Wang, Yuanhong Chen, Jintai Chen, Hu Wang, Yanda Meng, Zhenyi Wang, Chen Chen, Mubarak Shah, Tianyu Han, Christos Davatzikos, MacLean P. Nasrallah, Yu Tian
TechRxiv
From Frames to Clips: Efficient Key Clip Selection for Long-Form Video Understanding
Guangyu Sun, Archit Singhal, Burak Uzkent, Mubarak Shah, Chen Chen, Garin Kessler
arXiv:2510.02262
Closer to Reality: Practical Semi-Supervised Federated Learning for Foundation Model Adaptation
Guangyu Sun, Jingtao Li, Weiming Zhuang, Chen Chen, Chen Chen, Lingjuan Lyu
arXiv:2508.16568
E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models
Wenyan Cong, Yiqing Liang, Yancheng Zhang, Ziyi Yang, Yan Wang, Boris Ivanovic, Marco Pavone, Chen Chen, Zhangyang Wang, Zhiwen Fan
arXiv:2506.01933
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity
Jing Bi, Junjia Guo, Susan Liang, Guangyu Sun, Luchuan Song, Yunlong Tang, Jinxi He, Jiarui Wu, Ali Vosoughi, Chen Chen, Chenliang Xu
arXiv:2503.11557
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning
Jing Bi, Susan Liang, Xiaofei Zhou, Pinxin Liu, Junjia Guo, Yunlong Tang, Luchuan Song, Chao Huang, Guangyu Sun, Jinxi He, Jiarui Wu, Shu Yang, Daoan Zhang, Chen Chen, Lianggong Bruce Wen, Zhang Liu, Jiebo Luo, Chenliang Xu
arXiv:2504.03151
UCF-MultiOrgan-Path: A Public Benchmark Dataset of Histopathologic Images for Deep Learning Model Based Organ Classification
Md Sanzid Bin Hossain, Yelena Piazza, Jacob Braun, Anthony Bilic, Michael Hsieh, Samir Fouissi, Alexander Borowsky, Hatem Kaseb, Amoy Fraser, Britney-Ann Wray, Chen Chen, Liqiang Wang, Mujtaba Husain, Dexter Hadley
medRxiv 2024.11.05.24316736
2026
Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention
Joy Dhar, Manish Kumar Pandey, Nayyar Zaidi, Chen Chen, Maryam Haghighat, Ferdous Sohel, Puneet Goyal
32nd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026
LiME: Lightweight Mixture of Experts for Efficient Multimodal Multi-task Learning
Md Kowsher, Haris Mansoor, Nusrat Jahan Prottasha, Ozlem Garibay, Victor Zhu, Zhengping Ji, Chen Chen
Forty-third International Conference on Machine Learning (ICML), 2026
SliceFine: The Universal Winning-Slice Hypothesis for Pretrained Networks
Md Kowsher, Ali O. Polat, Ehsan Mohammady Ardehaly, Mehrdad Salehi, Zia Ghiasi, Prasanth Murali, Chen Chen
Forty-third International Conference on Machine Learning (ICML), 2026
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
Andong Deng, Taojiannan Yang, Shoubin Yu, Lincoln Spencer, Mohit Bansal, Chen Chen, Serena Yeung-Levy, Xiaohan Wang
Forty-third International Conference on Machine Learning (ICML), 2026
Does Reasoning Improve Seeing? Understanding When Vision-Language Models Benefit from Thinking
Jing Bi, Luchuan Song, Dingxin Zhang, Pinxin Liu, Guangyu Sun, Lianggong Bruce Wen, Weidong Cai, Chen Chen, Chenliang Xu
Forty-third International Conference on Machine Learning (ICML), 2026
Position: Video LLMs Must Not Ignore the Pixel Dynamics in Plain Sight
Shayda Moezzi, Umer Saleem, Andong Deng, Chen Chen, Sarah Ostadabbas
Forty-third International Conference on Machine Learning (ICML), 2026
GeoĀ²: Geometry-Guided Cross-view Geo-Localization and Image Synthesis
Yancheng Zhang, Xiaohan Zhang, Guangyu Sun, Zonglin Lyu, Safwan Wshah, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
GeoFlow: Real-Time Fine-Grained Cross-View Geolocalization via Iterative Flow Prediction
Ayesh Abu Lehyeh, Xiaohan Zhang, Ahmad Arrabi, Waqas Sultani, Chen Chen, Safwan Wshah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models
Patrick Kwon, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
LiveGesture: Streamable Co-Speech Gesture Generation Model
Muhammad Usama Saleem, Mayur Jagdishbhai Patel, Ekkasit Pinyoanuntapong, Zhongxing Qin, Li Yang, Hongfei Xue, Ahmed Helmy, Chen Chen, Pu Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026
VEBench: Benchmarking Large Multimodal Models for Real-world Video Editing
Andong Deng, Dawei Du, Zhenfang Chen, Wen Zhong, Fan Chen, Guang Chen, Chia-Wen Kuo, Longyin Wen, Chen Chen, Sijie Zhu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Findings Track, 2026
Turning Generators into Retrievers: Unlocking MLLMs for Natural Language-Guided Geo-Localization
Yuqi Chen, Xiaohan Zhang, Ahmad Arrabi, Waqas Sultani, Chen Chen, Safwan Wshah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Findings Track, 2026
How Should Video LLMs Output Time? An Analysis of Efficient Temporal Grounding Paradigms
Shengji Jin, Yuanhao Zou, Victor Zhu, Zhengping Ji, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2026
Conditional Generation for Missing Modality Imputation in Multi-Modal Federated Learning
Wugeng Zheng, Ziwen Kan, Katie Wang, Chen Chen, Song Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2026
Unlocking Multi-Site Clinical Data: A Federated Learning Approach to Privacy-First Child Autism Behavior Analysis
Guangyu Sun, Wenhan Wu, Zhishuai Guo, Ziteng Wang, Pegah Khosravi, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2026
FoodSense: A Multisensory Food Dataset and Benchmark for Predicting Taste, Smell, Texture, and Sound from Images
Sabab Ishraq, Aarushi Aarushi, Juncai Jiang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2026
Fall Risk and Gait Analysis in Community-Dwelling Older Adults using World-Spaced 3D Human Mesh Recovery
Chitra Banarjee, Patrick Kwon, Ania Lipat, Rui Xie, Chen Chen, Ladda Thiamwong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2026
Data-Efficient Surgical Phase Segmentation in Small-Incision Cataract Surgery: A Controlled Study of Vision Foundation Models
Lincoln Spencer, Song Wang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2026
A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering
Yuanhao Zou, Shengji Jin, Andong Deng, Youpeng Zhao, Jun Wang, Chen Chen
The Fourteenth International Conference on Learning Representations (ICLR), 2026
ViPO: Visual Preference Optimization at Scale
Ming Li, Jie Wu, Justin Cui, Xiaojie Li, Rui Wang, Chen Chen
The Fourteenth International Conference on Learning Representations (ICLR), 2026
Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization
Xinxin Liu, Ming Li, Zonglin Lyu, Yuzhang Shang, Chen Chen
The Fourteenth International Conference on Learning Representations (ICLR), 2026
FlowNIB: An Information Bottleneck Analysis of Bidirectional vs. Unidirectional Language Models
Md Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Ozlem Garibay, Niloofar Yousefi, Chen Chen
The Fourteenth International Conference on Learning Representations (ICLR), 2026
UniSTFormer: Unified Spatio-Temporal Lightweight Transformer for Efficient Skeleton-Based Action Recognition
Wenhan Wu, Zhishuai Guo, Chen Chen, Aidong Lu
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026
Lifelong Domain Adaptive 3D Human Pose Estimation
Qucheng Peng, Hongfei Xue, Pu Wang, Chen Chen
The Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026
EVLM: Self-Reflective Multimodal Reasoning for Cross-Dimensional Visual Editing
Umar Khalid, Kashif Munir, Hasan Iqbal, Azib Farooq, Jing Hua, Nazanin Rahnavard, Chen Chen, Victor Zhu, Zhengping Ji
The Fortieth AAAI Conference on Artificial Intelligence (AAAI) Workshop, 2026
PoseGaussian: Pose-Driven Novel View Synthesis for Robust 3D Human Reconstruction
Ju Shen, Chen Chen, Tam V. Nguyen, Vijayan Asari
The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026
GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction
Patrick Kwon, Chen Chen, Hanbyul Joo
The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026
2025
Communication-Efficient Federated AUC Maximization with Cyclic Client Participation
Umesh-Vangapally, Wenhan Wu, Chen Chen, Zhishuai Guo
Transactions on Machine Learning Research, 2025
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
Anthony Bilic, Guangyu Sun, Ming Li, Sanzid Hossain, Yu Tian, Wei Zhang, Laura Brattain, Dexter Hadley, Chen Chen
Journal of Medical Imaging, 2025
CPO: Condition Preference Optimization for Controllable Image Generation
Zonglin Lyu, Ming Li, Xinxin Liu, Chen Chen
Neural Information Processing Systems (NeurIPS), 2025
EGGS: Exchangeable 2D/3D Gaussian Splatting for Geometry-Appearance Balanced Novel View Synthesis
Yancheng Zhang, Guangyu Sun, Chen Chen
Neural Information Processing Systems (NeurIPS), 2025
VICI: VLM-Instructed Cross-view Image-localisation
Xiaohan Zhang, Tavis Shore, Chen Chen, Oscar Mendez, Simon Hadfield, Safwan Wshah
ACM Multimedia (ACM MM) Workshop, 2025
NavigScene: Bridging Local Perception and Global Navigation for Beyond-Visual-Range Autonomous Driving
Qucheng Peng, Chen Bai, Guoxiang Zhang, Bo Xu, Xiaotong Liu, Xiaoyin Zheng, Chen Chen, Cheng Lu
ACM Multimedia (ACM MM), 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Ming Li, Xin Gu, Fan Chen, Xiaoying Xing, Longyin Wen, Chen Chen, Sijie Zhu
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
ControlMM: Controllable Masked Motion Generation
Ekkasit Pinyoanuntapong, Muhammad Usama Saleem, Korrawe Karunratanakul, Pu Wang, Hongfei Xue, Chen Chen, Chuan Guo, Junli Cao, Jian Ren, Sergey Tulyakov
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation
Zonglin Lyu, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition
Wenhan Wu, Zhishuai Guo, Chen Chen, Hongfei Xue, Aidong Lu
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
SignLLM: Sign Languages Production Large Language Models
Sen Fang, Lei Wang, Ce Zheng, Yapeng Tian, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV) Workshop (CV4A11y Workshop), 2025
Predicting Through Generation: Why Generation Is Better for Prediction
Md Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem Garibay, Chen Chen, Niloofar Yousefi
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025 (Main Track)
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates
Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Chen Chen, Mojtaba Soltanalian, Niloofar Yousefi
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025 (Main Track)
Eye-See-You: Reverse Pass-Through VR and Head Avatars
Ankan Dash, Jingyi Gu, Guiling Wang, Chen Chen
The 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025 (Special Track on AI4Tech, Acceptance rate: 18%)
Using Ecological Momentary Assessment to Examine Predictors of Motivation for Physical Activity in Older Adults
Chitra Banarjee, Rui Xie, Chen Chen, Janet Lopez, Ladda Thiamwong
Research in Health and Medicine, 2025
Multimodal Factors Affect Longitudinal Changes in Dynamic Balance in Community-Dwelling Older Adults
Chitra Banarjee, Jethro Raphael M Suarez, Kworweinski Lafontant, Hwan Choi, Chen Chen, Rui Xie, Ladda Thiamwong
Clinical Interventions in Aging, 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding
Andong Deng, Zhongpai Gao, Anwesa Choudhuri, Benjamin Planche, Meng Zheng, Bin Wang, Terrence Chen, Chen Chen, Ziyan Wu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
Andong Deng, Tongjia Chen, Shoubin Yu, Taojiannan Yang, Lincoln Spencer, Yapeng Tian, Ajmal Saeed Mian, Mohit Bansal, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers
Li Ren, Chen Chen, Liqiang Wang, Kien A. Hua
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment
Letian Zhang, Ming Li, Chen Chen, Jie Xu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop (CV4Metaverse2025 Workshop), 2025
3D Vision-Language Gaussian Splatting
Qucheng Peng, Benjamin Planche, Zhongpai Gao, Meng Zheng, Anwesa Choudhuri, Terrence Chen, Chen Chen, Ziyan Wu
International Conference on Learning Representations (ICLR), 2025
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models
Jun Luo, Chen Chen, Shandong Wu
International Conference on Learning Representations (ICLR), 2025
GenHMR: Generative Human Mesh Recovery
Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Pu Wang, Minwoo Lee, Srijan Das, Chen Chen
Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025
SignDiff: Diffusion Model for American Sign Language Production
Sen Fang, Chunyu Sui, Yanghao Zhou, Xuedong Zhang, Hongbin Zhong, Yapeng Tian, Chen Chen
The 19th IEEE International Conference on Automatic Face and Gesture Recognition (FG) Workshop, 2025
Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation
Qucheng Peng, Ce Zheng, Zhengming Ding, Pu Wang, Chen Chen
The 19th IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2025
FreqMixFormerV2: Lightweight Frequency-aware Mixed Transformer for Human Skeleton Action Recognition
Wenhan Wu, Pengfei Wang, Chen Chen, Aidong Lu
The 19th IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2025
Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance
Ahmad Arrabi, Xiaohan Zhang, Waqas Sultani, Chen Chen, Safwan Wshah
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos
Ce Zheng, Xianpeng Liu, Qucheng Peng, Tianfu Wu, Pu Wang, Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models
Matias Mendieta, Guangyu Sun, and Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
2024
Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning
Guangyu Sun, Umar Khalid, Matias Mendieta, Pu Wang, Chen Chen
IEEE International Conference on Big Data (BigData), 2024
Federated Learning Client Pruning for Noisy Labels
Mahdi Morafah, Hojin Chang, Chen Chen, Bill Lin
ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2024
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
Mahdi Morafah, Vyacheslav Kungurtsev, Hojin Matthew Chang, Chen Chen, Bill Lin
Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains
Lei Wang, Jieming Bian, Letian Zhang, Chen Chen, Jie Xu
Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset
Liyun Zhu, Lei Wang, Arjun Raj, Tom Gedeon, Chen Chen
Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
Kai Zhang, Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu, Zhengliang Liu, Xun Chen, Brian Davison, Hui Ren, Jing Huang, Chen Chen, Yuyin Zhou, Sunyang Fu, Wei Liu, Tianming Liu, Xiang Li, Yong Chen, Lifang He, James Zou, Quanzheng Li, Hongfang Liu, Lichao Sun
Nature Medicine, 2024
GeoDTR+: Toward Generic Cross-view Geolocalization via Geometric Disentanglement
Xiaohan Zhang, Xingyu Li, Waqas Sultani, Chen Chen, Safwan Wshah
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024
Frame Interpolation with Consecutive Brownian Bridge Diffusion
Zonglin Lyu, Ming Li, Jianbo Jiao, and Chen Chen
ACM Multimedia (ACM MM), 2024
SATO: Stable Text-to-Motion Framework
Wenshuo Chen, Hongru Xiao, Erhang Zhang, Lijie Hu, Lei Wang, Mengyuan Liu, Chen Chen
ACM Multimedia (ACM MM), 2024
ClickDiff: Click to Induce Semantic Contact Map for Controllable Grasp Generation with Diffusion Models
Peiming Li, Ziyi Wang, Mengyuan Liu, Hong Liu, Chen Chen
ACM Multimedia (ACM MM), 2024
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer
Wenhan Wu, Ce Zheng, Zihao Yang, Chen Chen, Srijan Das, Aidong Lu
ACM Multimedia (ACM MM), 2024
Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition
Jinfu Liu, Chen Chen, Mengyuan Liu
ACM Multimedia (ACM MM), 2024
LucidDreaming: Controllable Object-Centric 3D Generation
Zhaoning Wang, Ming Li, Chen Chen
European Conference on Computer Vision (ECCV) Workshop on Computer Vision For Videogames (CV2), 2024
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
Ming Li, Taojiannan Yang, Huafeng Kuang, Jie Wu, Zhaoning Wang, Xuefeng Xiao, Chen Chen
European Conference on Computer Vision (ECCV), 2024
Towards Multi-modal Transformers in Federated Learning
Guangyu Sun, Matias Mendieta, Aritra Dutta, Xin Li, and Chen Chen
European Conference on Computer Vision (ECCV), 2024
BAMM: Bidirectional Autoregressive Motion Model
Ekkasit Pinyoanuntapong, Muhammad Usama Saleem, Pu Wang, Minwoo Lee, Srijan Das, Chen Chen
European Conference on Computer Vision (ECCV), 2024
3DEgo: 3D Editing on the Go!
Umar Khalid, Hasan Iqbal, Azib Farooq, Jing Hua, Chen Chen
European Conference on Computer Vision (ECCV), 2024
LatentEditor: Text Driven Local Editing of 3D Scenes
Umar Khalid, Hasan Iqbal, Muhammad Tayyab, Md Nazmul Karim, Jing Hua, Chen Chen
European Conference on Computer Vision (ECCV), 2024
Free-Editor: Zero-shot Text-driven 3D Scene Editing
Md Nazmul Karim, Hasan Iqbal, Umar Khalid, Chen Chen, Jing Hua
European Conference on Computer Vision (ECCV), 2024
Rethinking Weakly-supervised Video Temporal Grounding From a Game Perspective
Xiang Fang, Zeyu Xiong, Wanlong Fang, Xiaoye Qu, Chen Chen, Jianfeng Dong, Keke Tang, Pan Zhou, Yu Cheng, Daizong Liu
European Conference on Computer Vision (ECCV), 2024
Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data
Aakash Kumar, Chen Chen, Ajmal Mian, Neils Lobo, Mubarak Shah
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes
Ishan Rajendrakumar Dave, Tristan de Blegiers, Chen Chen, Mubarak Shah
2024 IEEE International Conference on Image Processing (ICIP), 2024
VITA: ViT Acceleration for Efficient 3D Human Mesh Recovery via Hardware-Algorithm Co-Design
Shilin Tian, Chase Szafranski, Ce Zheng, Fan Yao, Ahmed Louri, Chen Chen, Hao Zheng
Design Automation Conference (DAC), 2024
Med-Tuning: Exploring Parameter-Efficient Transfer Learning for Medical Volumetric Segmentation
Wenxuan Wang, Jiachen Shen, Chen Chen, Jianbo Jiao, Yan Zhang, Shanshan Song, Jiangyun Li
Medical Imaging with Deep Learning (MIDL), 2024
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation
Qucheng Peng, Ce Zheng, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Multi-View Attentive Contextualization for Multi-View 3D Object Detection
Xianpeng Liu, Ce Zheng, Ming Qian, Nan Xue, Chen Chen, Zhebin Zhang, Chen Li, Tianfu Wu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Towards Surveillance Video-and-Language Understanding: New Dataset, Baselines, and Challenges
Tongtong Yuan, Xuange Zhang, Kun Liu, Bo Liu , Chen Chen, Jian Jin, Zhenzhen Jiao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
MMM: Generative Masked Motion Model
Ekkasit Pinyoanuntapong, Pu Wang, Minwoo Lee, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning
Xinshun Wang, Zhongbin Fang, Xia Li, Xiangtai Li, Chen Chen, Mengyuan Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition
Tongjia Chen, Hongshan Yu, Zhengeng Yang, Zechuan Li, Wei Sun, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning
Li Ren, Chen Chen, Liqiang Wang, Kien A. Hua
International Conference on Learning Representations (ICLR), 2024
Language-assisted Deep Learning for Autistic Behaviors Recognition
Andong Deng, Taojiannan Yang, Chen Chen, Qian Chen, Leslie Neely, Sakiko Oyama
Smart Health, 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation
Li Ren, Chen Chen, Liqiang Wang, Kien Hua
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement
Jing Wang, Jiangyun Li, Chen Chen, Yisi Zhang, Haoran Shen, Tianxiang Zhang
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction
Xinshun Wang, Qiongjie Cui, Chen Chen, Mengyuan Liu
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation
Wenxuan Wang, Jing Wang, Chen Chen, Jianbo Jiao, Yuanxiu Cai, Shanshan Song, Jiangyun Li
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation
Haoran Shen, Yifu Zhang, Wenxuan Wang, Chen Chen, Jing Liu, Shanshan Song, Jiangyun Li
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
2023
Single 2D Pose with Context is Worth Hundreds of Frames for 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Chen Chen
Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS), 2023
Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model
Hasan Iqbal, Umar Khalid, Chen Chen, Jing Hua
The 14th International Workshop on Machine Learning in Medical Imaging (MLMI) in conjunction with International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks
Saeed Vahidian, Mahdi Morafah, Chen Chen, Mubarak Shah, Bill Lin
IEEE Transactions on Artificial Intelligence (TAI), 2023
Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning
Yang Liu, Chen Chen, Can Wang, Xulin King, Mengyuan Liu
ACM Multimedia (ACM-MM), 2023
Robin: A Novel Method to Produce Robust Interpreters for Deep Learning-Based Code Classifiers
Zhen Li, Ruqian Zhang, Deqing Zou, Ning Wang, Yating Li, Shouhuai Xu, Chen Chen, Hai Jin
38th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2023 (21% acceptance rate)
POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition
Ce Zheng, Matias Mendieta, Chen Chen
11th International Workshop on Analysis and Modeling of Faces and Gestures in conjunction with IEEE/CVF International Conference on Computer Vision (ICCV), 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection
Ming Li, Jie Wu, Xionghui Wang, Chen Chen, Jie Qin, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Source-free Domain Adaptive Human Pose Estimation
Qucheng Peng, Ce Zheng, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
RenderIH: A Large-scale Synthetic Dataset for 3D Interacting Hand Pose Estimation
Lijun Li, Linrui Tian, Xindi Zhang, Qi Wang, Bang Zhang, Liefeng Bo, Mengyuan Liu, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen, Chenyuan Qu, Chen Chen, Yu Zhang, Jianbo Jiao
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition
Andong Deng, Taojiannan Yang, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Towards Geospatial Foundation Models via Continual Pretraining
Matias Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning
Guangyu Sun, Matias Mendieta, Jun Luo, Shandong Wu, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
When Do Curricula Work in Federated Learning?
Saeed Vahidian, Sreevatsank Kadaveru, Woonjoon Baek, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
PGFed: Personalize Each Clientās Global Objective for Federated Learning
Jun Luo, Matias Mendieta, Chen Chen, Shandong Wu
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
LAMP: Leveraging Language Prompts for Multi-person Pose Estimation
Shengnan Hu, Ce Zheng, Zixiang Zhou, Chen Chen, Gita Sukthankar
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction
Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, Chen Chen
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition
Ekkasit Pinyoanuntapong, Ayman Ali, Kalvik Jakkala, Pu Wang, Minwoo Lee, Qucheng Peng, Chen Chen, Zhi Sun
IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2023
First Place Solution to the CVPRā2023 AQTC Challenge: A Function-Interaction Centric Approach with Spatiotemporal Visual-Language Alignment
Tom Tongjia Chen, Hongshan Yu, Zhengeng Yang, Ming Li, Zechuan Li, Jingwen Wang, Wei Miao, Wei Sun, Chen Chen
CVPR 2023 Long-form Video Understanding and Generation Workshop, 2023
Deep Learning-Based Human Pose Estimation: A Survey
Ce Zheng, Wenhan Wu, Chen Chen, Taojiannan Yang, Sijie Zhu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah
ACM Computing Surveys, 2023
DHA-FL: Enabling Efficient and Effective AIoT via Decentralized Hierarchical Asynchronous Federated Learning
Wesley Houston Huff, pinyarash pinyoanuntapong, Ravikumar Balakrishnan, Hao Feng, Minwoo Lee, Pu Wang, Chen Chen
MLSys 2023 Workshop on Resource-Constrained Learning in Wireless Networks, 2023
Tutorial: Lessons Learned for Behavior Analysts from Data Scientists
Leslie Neely, Sakiko Oyama, Guenevere Chen, Amina Qutub, and Chen Chen
Perspectives on Behavior Science, 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition
Yilei Hua, Wenhan Wu, Ce Zheng, Aidong Lu, Mengyuan Liu, Chen Chen, Shiqian Wu
32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023
RAIN: Regularization on Input and Network for Black-Box Domain Adaptation
Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen
32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023
RĀ²Former: Unified Retrieval and Reranking Transformer for Place Recognition
Sijie Zhu, Linjie Yang, Chen Chen, Mubarak Shah, Xiaohui Shen, Heng Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
TopNet: Transformer-based Object Placement Network for Image Compositing
Sijie Zhu, Zhe Lin, Scott Cohen, Jason Kuen, Zhifei Zhang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition
Ishan Rajendrakumar Dave, Mamshad Nayeem Rizve, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER
Ce Zheng, Matias Mendieta, Taojiannan Yang, Guo-Jun Qi, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery
Ce Zheng, Xianpeng Liu, Guo-Jun Qi, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Pichao Wang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial Mixer
Ekkasit Pinyoanuntapong, Ayman Ali, Kalvik Jakkala, Pu Wang, Minwoo Lee, Chen Chen
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
AIM: Adapting Image Models for Efficient Video Action Recognition
Taojiannan Yang, Yi Zhu, Yusheng Xie, Aston Zhang, Chen Chen, Mu Li
International Conference on Learning Representations (ICLR), 2023
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces
Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
AAAI Conference on Artificial Intelligence (AAAI), 2023
Refined Semantic Enhancement Towards Frequency Diffusion for Video Captioning
Xian Zhong, Zipeng Li, Shuqin Chen, Kui Jiang, Chen Chen, Mang Ye
AAAI Conference on Artificial Intelligence (AAAI), 2023
Novel Motion Patterns Matter for Practical Skeleton-based Action Recognition
Mengyuan Liu, Fanyang Meng, Chen Chen, Songtao Wu
AAAI Conference on Artificial Intelligence (AAAI), 2023
Revisiting Training-free NAS Metrics: An Efficient Training-based Method
Taojiannan Yang, Linjie Yang, Xiaojie Jin, Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023
2022
EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
Computer Networks, 2022
GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing
Sijie Zhu, Zhe Lin, Scott Cohen, Jason Kuen, Zhifei Zhang, Chen Chen
European Conference on Computer Vision (ECCV), 2022
GAMa: Cross-view Video Geo-localization
Shruti Vyas, Chen Chen, Mubarak Shah
European Conference on Computer Vision (ECCV), 2022
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation
Wenxuan Wang, Chen Chen, Jing Wang, Sen Zha, Yan Zhang, Jiangyun Li
European Conference on Computer Vision (ECCV), 2022
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose
Ce Zheng, Matias Mendieta, Pu Wang, Aidong Lu, Chen Chen
ACM Multimedia (ACM MM), 2022
Magic ELF: Image Deraining Meets Association Learning and Transformer
Kui Jiang, Zhongyuan Wang, Chen Chen, Zheng Wang, Laizhong Cui, Chia-Wen Lin
ACM Multimedia (ACM MM), 2022
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning
Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization
Sijie Zhu, Mubarak Shah, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
SPAct: Self-supervised Privacy Preservation for Action Recognition
Ishan Rajendrakumar Dave, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Consistency-based Active Learning for Object Detection
Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen
Workshop on Learning with Limited Labelled Data for Image and Video Understanding (L3DIVU) in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Multi-modal Transformer for Nurse Activity Recognition
Momal Ijaz, Renato Diaz, Chen Chen
The Fifth International Workshop on Computer Vision for Physiological Measurement (CVPM) in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Attention Guided Global Enhancement and Local Refinement Network for Semantic Segmentation
Jiangyun Li, Sen Zha, Chen Chen, Meng Ding, Tianxiang Zhang, Hong Yu
IEEE Transactions on Image Processing (TIP), 2022
Towards Scalable and Robust AIoT via Decentralized Federated Learning
Pinyarash Pinyoanuntapong, Wesley Houston Huff, Minwoo Lee, Chen Chen, and Pu Wang
IEEE Internet of Things Magazine, 2022
Category Guided Attention Network for Brain Tumor Segmentation in MRI
Jiangyun Li, Hong Yu, Chen Chen, Meng Ding, Sen Zha
Physics in Medicine and Biology, 2022
Dense Traffic Detection at Highway-Railroad Grade Crossings
Feng Guo, Zhuocheng Jiang, Yi Wang, Chen Chen, Yu Qian
IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022
RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation
Zhen Li, Qian Chen, Chen Chen, Yayi Zou, Shouhuai Xu
44th International Conference on Software Engineering (ICSE), 2022
Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi, Tao Lu, Chia-Wen Lin
AAAI Conference on Artificial Intelligence (AAAI), 2022
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations
Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022
2021
Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing
Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
ACM/IEEE 6th Symposium on Edge Computing (SEC), 2021
Multi-Scale Hybrid Fusion Network for Single Image Deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Guangcheng Wang, Zhen Han, Junjun Jiang, Zixiang Xiong
IEEE Transactions on Neural Networks and Learning Systems, 2021
A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images
Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani
Neural Computing and Applications, 2021
3D Human Pose Estimation with Spatial and Temporal Transformers
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
Visual Explanation for Deep Metric Learning
Sijie Zhu, Taojiannan Yang, Chen Chen
IEEE Transactions on Image Processing, 2021
Semi-supervised Domain Adaptive Retrieval via Discriminative Hashing Learning
Haifeng Xia, Taotao Jing, Chen Chen, Zhengming Ding
ACM Multimedia (ACM MM), 2021
A3D: Adaptive 3D Networks for Video Action Recognition
Sijie Zhu, Taojiannan Yang, Matias Mendieta, Chen Chen
arXiv:2011.12384
Rain-free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Xiao Wang, Junjun Jiang, Chia-Wen Lin
IEEE Transactions on Image Processing, 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021
VIGOR: Cross-View Image Geo-localization beyond One-to-one Retrieval
Sijie Zhu, Taojiannan Yang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Learning Normal Dynamics in Videos with Meta Prototype Network
Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, Jian Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
IEEE Transactions on Geoscience and Remote Sensing, 2021
ArcNet: Series AC Arc Fault Detection Based on Raw Current and Convolutional Neural Network
Yao Wang, Linming Hou, Kamal Chandra Paul, Yunsheng Ban, Chen Chen, Tiefu Zhao
IEEE Transactions on Industrial Informatics, 2021
Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based Neural Network with Dilated Convolutions
Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan Asari
International Journal of Computer Vision (IJCV), 2021 (CVPR-2020 Extension)
Efficient Unsupervised Monocular Depth Estimation Using Attention Guided Generative Adversarial Network
Sumanta Bhattacharyya, Ju Shen, Stephen Welch, Chen Chen
Journal of Real-Time Image Processing, 2021
Bilateral Attention Decoder: A Lightweight Decoder for Real-time Semantic Segmentation
Chengli Peng, Jiayi Ma, Chen Chen, Xiaojie Guo
Neural Networks, 2021
Multi-level Memory Compensation Network for Rain Removal via Divide-and-Conquer Strategy
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Xiaofen Wang, Junjun Jiang, Zixiang Xiong
IEEE Journal of Selected Topics in Signal Processing, 2021
Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection
Weiping Yu, Taojiannan Yang, Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation
Sijie Zhu, Taojiannan Yang, Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
2020
Decomposition Makes Better Rain Removal: An Improved Attention-guided Deraining Network
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Zhen Han, Tao Lu, Baojin Huang, Junjun Jiang
IEEE Transactions on Circuits and Systems for Video Technology, 2020
GradAug: A New Regularization Method for Deep Neural Networks
Taojiannan Yang, Sijie Zhu, Chen Chen
NeurIPS, 2020
Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen
AI + HADR Workshop @ NeurIPS, 2020
Detecting Plant Invasion in Urban Parks with Aerial Image Time Series and Residual Neural Network
Dipanwita Dutta, Gang Chen, Chen Chen, Sara A. Gagne, Changlin Li, Christa Rogers, Christopher Matthews
Remote Sensing, 2020
NDVI-Net: A Fusion Network for Generating High-Resolution Normalized Difference Vegetation Index in Remote Sensing
Hao Zhang, Jiayi Ma, Chen Chen, Xin Tian
ISPRS Journal of Photogrammetry and Remote Sensing, 2020
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
IEEE Transactions on Geoscience and Remote Sensing, 2020
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
Taojiannan Yang, Sijie Zhu, Chen Chen, Yan Shen, Mi Zhang, Andrew Willis
ECCV, 2020
VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results
Dawei Du, et al.
ECCV 2020 Workshop
FedAir: Towards Multi-hop Federated Learning Over-the-Air
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Pu Wang, Minwoo Lee, Chen Chen
IEEE SPAWC, 2020
Video Anomaly Detection for Smart Surveillance
Sijie Zhu, Chen Chen, Waqas Sultani
Book Chapter, 2020
Action Recognition in Real-World Videos
Waqas Sultani, Qazi Ammar Arshad, Chen Chen
Book Chapter, 2020
Pan-GAN: An Unsupervised Learning Method for Pan-sharpening Using a Generative Adversarial Network
Jiayi Ma, Wei Yu, Chen Chen, Pengwei Liang, Xiaojie Guo, Junjun Jiang
Information Fusion, 2020
CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs
Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Density Map Guided Object Detection in Aerial Image
Changlin Li, Taojiannan Yang, Sijie Zhu, Chen Chen, Shanyue Guan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (EarthVision Workshop), 2020
Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction
Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan Asari
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Automated Monitoring for Security Camera Networks: Promise from Computer Vision Labs
Chen Chen, Raymond Surette, Mubarak Shah
Security Journal, 2020.
2019
Real-Time Dense Semantic Labeling with Dual-Path Framework for High-Resolution Remote Sensing Image
Yuhao Wang, Chen Chen, Meng Ding, Jiangyun Li
Remote Sensing, 2019.
Infrared and Visible Image Fusion via Detail Preserving Adversarial Learning
Jiayi Ma, Pengwei Liang, Wei Yu, Chen Chen, Xiaojie Guo, Jia Wu, Junjun Jiang
Information Fusion, 2019.
SmokeNet: Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention
Rui Ba, Chen Chen, Jiang Yuan, Weiguo Song, Siuming Lo
Remote Sensing, 2019.
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
Chen Chen, Xiaopeng Liu, Meng Ding, Junfeng Zheng, Jiangyun Li
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.
An Efficient 3D CNN for Action/Object Segmentation in Video
Rui Hou, Chen Chen, Mubarak Shah, Rahul Sukthankar
British Machine Vision Conference (BMVC), 2019.
Deep Manifold Structure Transfer for Action Recognition
Ce Li, Baochang Zhang, Chen Chen, Qixiang Ye, Jungong Han, Rongrong Ji
IEEE Transactions on Image Processing, 2019.
S3D: Scalable Pedestrian Detection via Score Scale Surface Discrimination
Xiao Wang, Chao Liang, Chen Chen, Jun Chen, Zheng Wang, Zhen Han, Chunxia Xiao
IEEE Transactions on Circuits and Systems for Video Technology, 2019.
GEOCAPSNET: Ground to Aerial View Image Geo-localization Using Capsule Network
Bin Sun, Chen Chen, Yingying Zhu, Jianmin Jiang
IEEE International Conference on Multimedia and Expo (ICME) 2019.
Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos
Mengyuan Liu, Fanyang Meng, Chen Chen, Songtao Wu
33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
Calibrated Stochastic Gradient Descent for Convolutional Neural Networks
Li'an Zhuo, Baochang Zhang, Chen Chen, David Doermann, Jianzhuang Liu, Qixiang Ye
33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
Semi-Supervised Discriminant Multi-Manifold Analysis for Action Recognition
Zengmin Xu, Ruimin Hu, Jun Chen, Chen Chen, Junjun Jiang, Jiaofen Li, Hongyang Li
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
2018
Hyperspectral Image Classification in the Presence of Noisy Labels
Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, and Xianming Liu
IEEE Transactions on Geoscience and Remote Sensing, 2018
JRTIP Special Issue Editorial: Special Issue on Advances in Real-Time Image Processing for Remote Sensing
Chen Chen, Wei Li, Lianru Gao, Hengchao Li, Javier Plaza
Journal of Real-Time Image Processing
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos
Rui Hou, Chen Chen, Mubarak Shah
arXiv preprint
SLR: Semi-coupled Locality Constrained Representation for Very Low Resolution Face Recognition and Super Resolution
Tao Lu, Xitong Chen, Yanduo Zhang, Chen Chen, Zixiang Xiong
IEEE Access
Memory Attention Networks for Skeleton-based Action Recognition
Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han, Changqing Zou, Jianzhuang Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2018
Real-world Anomaly Detection in Surveillance Videos
Waqas Sultani, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Gabor Convolutional Networks
Shangzhen Luan, Chen Chen, Baochang Zhang, Jungong Han, Jianzhuang Liu
IEEE Transactions on Image Processing, 2018
One-two-one Networks for Compression Artifacts Reduction in Remote Sensing
Baochang Zhang, Jiaxin Gu, Chen Chen, Jungong Han, Xiangbo Su, Xianbin Cao, Jianzhuang Liu
ISPRS Journal of Photogrammetry and Remote Sensing, 2018
Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter
Shilpa Suresh, Shyam Lal, Chen Chen, Turgay Celik
IEEE Transactions on Geoscience and Remote Sensing, 2018
SuperPCA: A Superpixelwise Principal Component Analysis Approach for Unsupervised Feature Extraction of Hyperspectral Imagery
Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Lizhe Wang
IEEE Transactions on Geoscience and Remote Sensing, 2018
2017
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
Rui Hou, Chen Chen, Mubarak Shah
International Conference on Computer Vision (ICCV), 2017
Cross-View Image Matching for Geo-localization in Urban Environments
Yicong Tian, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Binary Coding for Partial Action Analysis with Limited Observation Ratios
Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Manifold Constrained Low-Rank Decomposition
Chen Chen, Baochang Zhang, Alessio Del Bue, Vittorio Murino
International Conference on Computer Vision Workshop (ICCV) Workshop, 2017
Multi-Temporal Depth Motion Maps-Based Local Binary Patterns for 3-D Human Action Recognition
Chen Chen, Mengyuan Liu, Hong Liu, Baochang Zhang, Jungong Han, Nasser Kehtarnavaz
IEEE Access, 2017
Robust 3D Action Recognition through Sampling Local Appearances and Global Distributions
Mengyuan Liu, Hong Liu, Chen Chen
IEEE Transactions on Multimedia, 2017
Latent Constrained Correlation Filter
Baochang Zhang, Shangzhen Luan, Chen Chen, Jungong Han, Wei Wang, Alessandro Perina, Ling Shao
IEEE Transactions on Image Processing, 2017
Person Re-identification via Discrepancy Matrix and Matrix Metric
Zheng Wang, Ruimin Hu, Chen Chen, Yi Yu, Junjun Jiang, Chao Liang, Shin'ichi Satoh
IEEE Transactions on Cybernetics, 2017
Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
Linlin Yang, Ce Li, Jungong Han, Chen Chen, Qixiang Ye, Baochang Zhang, Xianbin Cao, Wanquan Liu
IEEE Journal of Selected Topics in Signal Processing, 2017
Fusing Local and Global Features for High-Resolution Scene Classification
Xiaoyong Bian, Chen Chen, Long Tian, Qian Du
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017
Enhanced Skeleton Visualization for View Invariant Human Action Recognition
Mengyuan Liu, Hong Liu, Chen Chen
Pattern Recognition, 2017
Action Recognition Using 3D histograms of Texture and A Multi-class Boosting Classifier
Baochang Zhang, Yun Yang, Chen Chen, Linlin Yang, Jungong Han, Ling Shao
IEEE Transactions on Image Processing, 2017
3D Action Recognition Using Multi-scale Energy-based Global Ternary Image
Mengyuan Liu, Hong liu, Chen Chen
IEEE Transactions on Circuits and Systems for Video Technology, 2017
Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification
Junjun Jiang, Chen Chen, Yi Yu, Xinwei Jiang, Jiayi Ma
IEEE Geoscience and Remote Sensing Letters, 2017
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means
Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma
IEEE Transactions on Multimedia, 2017
Noise Robust Face Image Super-resolution through Smooth Sparse Representation
Junjun Jiang, Jiayi Ma, Chen Chen, Xinwei Jiang, Zheng Wang
IEEE Transactions on Cybernetics, 2017
Output Constraint Transfer for Kernelized Correlation Filter in Tracking
Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, Chen Chen, Linlin Shen, Alessandro Perina, Rongrong Ji
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017
SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression with Local Structure Prior
Junjun Jiang, Chen Chen, Jiayi Ma, Zheng Wang, Zhongyuan Wang, Ruimin Hu
IEEE Transactions on Multimedia, 2017
Action Recognition from Depth Sequences Using Weighted Fusion of 2D and 3D Auto-Correlation of Gradients Features
Chen Chen, Baochang Zhang, Zhenjie Hou, Junjun Jiang, Mengyuan Liu, Yun Yang
Multimedia Tools and Applications, 2017
A Survey of Depth and Inertial Sensor Fusion for Human Action Recognition
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
Multimedia Tools and Applications, 2017
Real-time Continuous Action Detection and Recognition Using Depth Images and Inertial Signals
Neha Dawar, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE International Symposium on Industrial Electronics, Edinburgh, United Kingdom, 2017
Weighted Fusion of Depth and Inertial Data to Improve View Invariance for Real-time Human Action Recognition
Chen Chen, Huiyan Hao, Roozbeh Jafari, Nasser Kehtarnavaz
SPIE Conference on Real-Time Image and Video Processing, Anaheim, California, 2017
2016
Remote Sensing Image Scene Classification Using Multi-scale Completed Local Binary Patterns and Fisher Vectors
Longhui Huang, Chen Chen, Wei Li, Qian Du
Remote Sensing, 2016
Scene Classification Using Local and Global Features with Collaborative Representation Fusion
Jinyi Zou, Wei Li, Chen Chen, Qian Du
Information Sciences, 2016
A Real-Time Human Action Recognition System Using Depth and Inertial Sensor Fusion
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Sensors Journal, 2016
Land-Use Scene Classification Using Multi-Scale Completed Local Binary Patterns
Chen Chen, Baochang Zhang, Hongjun Su, Wei Li, Lu Wang
Signal, Image and Video Processing, 2016
Real-Time Human Action Recognition Based on Depth Motion Maps
Chen Chen, Kui Liu, Nasser Kehtarnavaz
Journal of Real-Time Image Processing, 2016
3D Action Recognition Using Multi-temporal Depth Motion Maps and Fisher Vector
Chen Chen, Mengyuan Liu, Baochang Zhang, Jungong Han, Junjun Jiang, Hong Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2016
Energy-Based Global Ternary Image for Action Recognition Using Sole Depth Sequences
Mengyuan Liu, Hong Liu, Chen Chen, Maryam Najafian
IEEE nternational Conference on 3D Vision (3DV), 2016
A Computationally Efficient Denoising and Hole-filling Method for Depth Image Enhancement
Suolan Liu, Chen Chen, Nasser Kehtarnavaz
SPIE Conference on Real-Time Image and Video Processing, Brussels, Belgium, 2016
Fusion of Depth, Skeleton, and Inertial Data for Human Action Recognition
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
Hyperspectral Image Classification Using Set-to-Set Distance
Junjun Jiang, Chen Chen, Xin Song, Zhihua Cai
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
L1-L1 Norms for Face Super-Resolution with Mixed Gaussian-Impulse Noise
Junjun Jiang, Zhongyuan Wang, Chen Chen, Tao Lu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016
2015
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification
Wei Li, Chen Chen, Hongjun Su, Qian Du
IEEE Transactions on Geoscience and Remote Sensing, 2015
Improving Human Action Recognition Using Fusion of Depth Camera and Inertial Sensors
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Transactions on Human-Machine Systems, 2015
Gradient Local Auto-Correlations and Extreme Learning Machine for Depth-Based Activity Recognition
Chen Chen, Zhenjie Hou, Baochang Zhang, Junjun Jiang, Yun Yang
International Symposium on Visual Computing (ISVC), 2015
UTD-MHAD: A Multimodal Dataset for Human Action Recognition Utilizing a Depth Camera and a Wearable Inertial Sensor
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE International Conference on Image Processing (ICIP), 2015
Gabor-Filtering-Based Completed Local Binary Patterns for Land-Use Scene Classification
Chen Chen, Libing Zhou, Jianzhong Guo, Wei Li, Hongjun Su, Fangda Guo
IEEE International Conference on Multimedia Big Data, 2015
Action Recognition from Depth Sequences Using Depth Motion Maps-based Local Binary Patterns
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Winter Conference on Applications of Computer Vision (WACV), 2015
2014
Fusion of Inertial and Depth Sensor Data for Robust Hand Gesture Recognition
Kui Liu, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Sensors Journal, 2014
Spectral-Spatial Classification of Hyperspectral Image based on Kernel Extreme Learning Machine
Chen Chen, Wei Li, Hongjun Su, Kui Liu
Remote Sensing, 2014
Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification
Chen Chen, Wei Li, Eric W. Tramel, Minshan Cui, Saurabh Prasad, James E. Fowler
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014
Reconstruction of Hyperspectral Imagery from Random Projections Using Multihypothesis Prediction
Chen Chen, Wei Li, Eric W. Tramel, James E. Fowler
IEEE Transactions on Geoscience and Remote Sensing, 2014
Multi-HMM Classification for Hand Gesture Recognition Using Two Differing Modality Sensors
Kui Liu, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Dallas Circuits and Systems Conference, 2014
Home-based Senior Fitness Test Measurement System Using Collaborative Inertial and Depth Sensors
Chen Chen, Kui Liu, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Engineering in Medicine and Biology Society (EMBC), 2014
A Medication Adherence Monitoring System for Pill Bottles Based on a Wearable Inertial Sensor
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Engineering in Medicine and Biology Society (EMBC), 2014
Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
Chen Chen, Eric W. Tramel, and James E. Fowler
IEEE Asilomar Conference on Signals, Systems, and Computers, 2014