| 2026 | ACL | Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards. | Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang |
| 2025 | CVPR | SmartCLIP: Modular Vision-language Alignment with Identification Guarantees. | Shaoan Xie, Lingjing, Yujia Zheng, Yu Yao, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang |
| 2025 | ICAISC | Invariant Aircraft Recognition with Fourier and Dual-Tree Complex Wavelet Features. | Guangyi Chen, Adam Krzyzak, Ventzeslav Valev |
| 2025 | ICLR | Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning. | Zijian Li, Shunxing Fan, Yujia Zheng, Ignavier Ng, Shaoan Xie, Guangyi Chen, Xinshuai Dong, Ruichu Cai, Kun Zhang |
| 2025 | ICLR | On the Identification of Temporal Causal Representation with Instantaneous Dependence. | Zijian Li, Yifan Shen, Kaitao Zheng, Ruichu Cai, Xiangchen Song, Mingming Gong, Guangyi Chen, Kun Zhang |
| 2025 | ICLR | Identification of Intermittent Temporal Latent Process. | Yuke Li, Yujia Zheng, Guangyi Chen, Kun Zhang, Heng Huang |
| 2025 | ICLR | Causal Representation Learning from Multimodal Biomedical Observations. | Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang |
| 2025 | ICML | Reflection-Window Decoding: Text Generation with Selective Refinement. | Zeyu Tang, Zhenhao Chen, Xiangchen Song, Loka Li, Yunlong Deng, Yifan Shen, Guangyi Chen, Peter Spirtes, Kun Zhang |
| 2025 | ICML | A General Representation-Based Approach to Multi-Source Domain Adaptation. | Ignavier Ng, Yan Li, Zijian Li, Yujia Zheng, Guangyi Chen, Kun Zhang |
| 2025 | ICML | Learning Vision and Language Concepts for Controllable Image Generation. | Shaoan Xie, Lingjing Kong, Yujia Zheng, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang |
| 2025 | WWW | Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals. | Ruichu Cai, Zhifan Jiang, Kaitao Zheng, Zijian Li, Weilin Chen, Xuexin Chen, Yifan Shen, Guangyi Chen, Zhifeng Hao, Kun Zhang |
| 2024 | AAAI | S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment. | Sheng Zhang, Muzammal Naseer, Guangyi Chen, Zhiqiang Shen, Salman H. Khan, Kun Zhang, Fahad Khan |
| 2024 | CVPR | Narrative Action Evaluation with Prompt-Guided Multimodal Interaction. | Shiyi Zhang, Sule Bai, Guangyi Chen, Lei Chen, Jiwen Lu, Junle Wang, Yansong Tang |
| 2024 | ECCV | Efficient Inference of Vision Instruction-Following Models with Elastic Cache. | Zuyan Liu, Benlin Liu, Jiahui Wang, Yuhao Dong, Guangyi Chen, Yongming Rao, Ranjay Krishna, Jiwen Lu |
| 2024 | EMNLP | Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. | Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He |
| 2024 | ICASSP | Language-Free Compositional Action Generation via Decoupling Refinement. | Xiao Liu, Guangyi Chen, Yansong Tang, Guangrun Wang, Xiao-Ping Zhang, Ser-Nam Lim |
| 2024 | ICLR | LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer. | Guangyi Chen, Yuke Li, Xiao Liu, Zijian Li, Eman Al Suradi, Donglai Wei, Kun Zhang |
| 2024 | ICLR | Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability. | Songyao Jin, Feng Xie, Guangyi Chen, Biwei Huang, Zhengming Chen, Xinshuai Dong, Kun Zhang |
| 2024 | ICLR | Federated Causal Discovery from Heterogeneous Data. | Loka Li, Ignavier Ng, Gongxu Luo, Biwei Huang, Guangyi Chen, Tongliang Liu, Bin Gu, Kun Zhang |
| 2024 | ICML | CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process. | Guangyi Chen, Yifan Shen, Zhenhao Chen, Xiangchen Song, Yuewen Sun, Weiran Yao, Xiao Liu, Kun Zhang |
| 2024 | ICML | Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition. | Yuke Li, Guangyi Chen, Ben Abramowitz, Stefano Anzellotti, Donglai Wei |
| 2024 | WWW | MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification. | Tianjun Yao, Jiaqi Sun, Defu Cao, Kun Zhang, Guangyi Chen |
| 2023 | AAAI | Adversarial Alignment for Source Free Object Detection. | Qiaosong Chu, Shuyan Li, Guangyi Chen, Kai Li, Xiu Li |
| 2023 | CVPR | Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction. | Guangyi Chen, Zhenhao Chen, Shunxing Fan, Kun Zhang |
| 2023 | CVPR | Understanding Masked Autoencoders via Hierarchical Latent Variable Models. | Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang |
| 2023 | CVPR | PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery. | Sheng Zhang, Salman H. Khan, Zhiqiang Shen, Muzammal Naseer, Guangyi Chen, Fahad Shahbaz Khan |
| 2023 | GLOBECOM | Hybrid Beamforming Design with Overlapped Subarrays for Massive MIMO-ISAC Systems. | Guangyi Chen, Ruoyu Zhang, Hong Ren, Weijie Yuan, Chen Miao, Wen Wu |
| 2023 | ICCV | Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer. | Guangyi Chen, Xiao Liu, Guangrun Wang, Kun Zhang, Philip H. S. Torr, Xiao-Ping Zhang, Yansong Tang |
| 2023 | ICLR | PLOT: Prompt Learning with Optimal Transport for Vision-Language Models. | Guangyi Chen, Weiran Yao, Xiangchen Song, Xinyue Li, Yongming Rao, Kun Zhang |
| 2023 | ICLR | GAIN: On the Generalization of Instructional Action Understanding. | Junlong Li, Guangyi Chen, Yansong Tang, Jinan Bao, Kun Zhang, Jie Zhou, Jiwen Lu |
| 2023 | ICML | Feature Expansion for Graph Neural Networks. | Jiaqi Sun, Lin Zhang, Guangyi Chen, Peng Xu, Kun Zhang, Yujiu Yang |
| 2022 | CVPR | Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion. | Tianpei Gu, Guangyi Chen, Junlong Li, Chunze Lin, Yongming Rao, Jie Zhou, Jiwen Lu |
| 2022 | CVPR | DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting. | Yongming Rao, Wenliang Zhao, Guangyi Chen, Yansong Tang, Zheng Zhu, Guan Huang, Jie Zhou, Jiwen Lu |
| 2022 | CVPR | FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment. | Jinglin Xu, Yongming Rao, Xumin Yu, Guangyi Chen, Jie Zhou, Jiwen Lu |
| 2022 | ICML | Partial disentanglement for domain adaptation. | Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang |
| 2022 | SSPR | A New Preprocessing Method for Measuring Image Visual Quality Robust to Rotation and Spatial Shifts. | Guangyi Chen, Adam Krzyzak, Ventzeslav Valev |
| 2021 | ICCV | Human Trajectory Prediction via Counterfactual Analysis. | Guangyi Chen, Junlong Li, Jiwen Lu, Jie Zhou |
| 2021 | ICCV | Personalized Trajectory Prediction via Distribution Discrimination. | Guangyi Chen, Junlong Li, Nuoxing Zhou, Liangliang Ren, Jiwen Lu |
| 2021 | ICCV | Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification. | Yongming Rao, Guangyi Chen, Jiwen Lu, Jie Zhou |
| 2021 | ISCAS | A Low Noise 384288 Uncooled Infrared Imager Based on Phase Difference Modulation. | Xueyou Shi, Shanzhe Yu, Guangyi Chen, Yacong Zhang, Zhongjian Chen, Wengao Lu |
| 2021 | ISCAS | A Readout Circuit with Current-Compensation-Based Extended-Counting ADC for 1024768 Diode Uncooled Infrared Imagers. | Shanzhe Yu, Xueyou Shi, Yacong Zhang, Guangyi Chen, Siyuan Ye, Wengao Lu, Zhongjian Chen |
| 2020 | ECCV | Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification. | Guangyi Chen, Yuhao Lu, Jiwen Lu, Jie Zhou |
| 2020 | ECCV | Temporal Coherence or Temporal Motion: Which Is More Critical for Video-Based Person Re-identification? | Guangyi Chen, Yongming Rao, Jiwen Lu, Jie Zhou |
| 2019 | ICCV | Self-Critical Attention Learning for Person Re-Identification. | Guangyi Chen, Chunze Lin, Liangliang Ren, Jiwen Lu, Jie Zhou |
| 2019 | ICCV | Deep Meta Metric Learning. | Guangyi Chen, Tianren Zhang, Jiwen Lu, Jie Zhou |
| 2019 | ISCAS | A 16-bit 64-channel 2-order Incremental Σ-Δ ADC with On-Chip Decimator for X-ray Detections. | Guangyi Chen, You You, Wengao Lu, Xueyou Shi, Zhongjian Chen, Yacong Zhang |
| 2018 | ISCAS | A 16-bit Single-Slope based Pixel-level ADC for 15μm-pitch 640512 MWIR FPAs. | Zhaofeng Huang, Yuze Niu, Wengao Lu, Guangyi Chen, Yi Li, Shengdong Zhang, Zhongjian Chen |
| 2017 | ICIP | Localized multi-kernel discriminative canonical correlation analysis for video-based person re-identification. | Guangyi Chen, Jiwen Lu, Jianjiang Feng, Jie Zhou |
| 2017 | ISCAS | A low-noise fully-differential open-loop interface for high-G capacitive micro-accelerometers with 112.2 dB dynamic range. | Meng Zhao, Zhongjian Chen, Zhaofeng Huang, Guangyi Chen, Wengao Lu, Yacong Zhang |
| 2016 | IGARSS | Hyperspectral face recognition with minimum noise fraction, log-polar Fourier features and collaborative representation-based classifier. | Guangyi Chen, Wenfang Xie, Shaoping Wang, Haokuo Liu |
| 2016 | ISCAS | A low-noise closed-loop interface for high-G capacitive micro-accelerometer. | Meng Zhao, Zhongjian Chen, Yixin Yang, Yuze Niu, Guangyi Chen, Wengao Lu, Yacong Zhang |
| 2014 | ISNN | Fixed-Priority Scheduling Policies and Their Non-utilization Bounds. | Guangyi Chen, Wenfang Xie |
| 2014 | ISNN | Image Denoising with Signal Dependent Noise Using Block Matching and 3D Filtering. | Guangyi Chen, Wenfang Xie, Shuling Dai |
| 2013 | ISNN | Circular Projection for Pattern Recognition. | Guangyi Chen, Tien Dai Bui, Sridhar Krishnan, Shuling Dai |
| 2013 | ISNN | Support Vector Machine with Customized Kernel. | Guangyi Chen, Tien Dai Bui, Adam Krzyzak, Weihua Liu |
| 2013 | ISNN | Invariant Object Recognition Using Radon and Fourier Transforms. | Guangyi Chen, Tien Dai Bui, Adam Krzyzak, Yongjia Zhao |
| 2010 | ISNN | Palmprint Classification Using Wavelets and AdaBoost. | Guangyi Chen, Wei-Ping Zhu, Balzs Kgl, Rbert Busa-Fekete |
| 2008 | ISNN | Image Denoising Using Three Scales of Wavelet Coefficients. | Guangyi Chen, Wei-Ping Zhu |
| 2008 | ISNN | Image Denoising Using Neighbouring Contourlet Coefficients. | Guangyi Chen, Wei-Ping Zhu |
| 2007 | IGARSS | A new nonlinear dimensionality reduction method with application to hyperspectral image analysis. | Shen-En Qian, Guangyi Chen |
| 2007 | SMC | Palmprint classification using contourlets. | Guangyi Chen, Balzs Kgl |
| 2007 | SMC | Feature extraction using Radon, wavelet and fourier transform. | Guangyi Chen, Balzs Kgl |
| 2006 | ICIP | Palmprint Classification using Dual-Tree Complex Wavelets. | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
| 2006 | ICPR | Invariant Texture Classification Using Ridgelet Packets. | Guangyi Chen, Prabir Bhattacharya |
| 2006 | ICPR | Function Dot Product Kernels for Support Vector Machine. | Guangyi Chen, Prabir Bhattacharya |
| 2006 | ICPR | Invariant Ridgelet-Fourier Descriptor for Pattern Recognition. | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
| 2004 | ICASSP | Image denoising using neighbouring wavelet coefficients. | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
| 1997 | ICIP | The Hellinger-Kakutani Metric for Pattern Recognition. | Vo V. Anh, Tien D. Bui, Guangyi Chen, Quang Minh Tieng |