CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search. - Chengyou Jia; Minnan Luo; Caixia Yan; Xiaojun Chang; Qinghua Zheng (CoRR, 2022)

Disentangled Generation with Information Bottleneck for Few-Shot Learning. - Zhuohang Dang; Jihong Wang 003; Minnan Luo; Chengyou Jia; Caixia Yan; Qinghua Zheng (CoRR, 2022)

Towards Real-Time Person Search with Invariant Feature Learning. - Chengyou Jia; Minnan Luo; Zhuohang Dang; Xiaojun Chang; Qinghua Zheng (ICASSP, 2023)

PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement. - Chengyou Jia; Minnan Luo; Zhuohang Dang; Guang Dai; Xiaojun Chang; Jingdong Wang 001; Qinghua Zheng (CoRR, 2023)

Disentangled Representation Learning with Transmitted Information Bottleneck. - Zhuohang Dang; Minnan Luo; Chengyou Jia; Guang Dai; Jihong Wang 003; Xiaojun Chang; Jingdong Wang 001; Qinghua Zheng (CoRR, 2023)

Collaborative Contrastive Refining for Weakly Supervised Person Search. - Chengyou Jia; Minnan Luo; Caixia Yan; Linchao Zhu; Xiaojun Chang; Qinghua Zheng (IEEE Trans. Image Process., 2023)

Multi-scale sequential feature selection for disease classification using Raman spectroscopy data. - Yue Wei; Hechang Chen; Bo Yu 013; Chengyou Jia; Xianling Cong; Lele Cong (Comput. Biol. Medicine, 2023)

Multi-modality multi-scale cardiovascular disease subtypes classification using Raman image and medical history. - Bo Yu 013; Hechang Chen; Chengyou Jia; Hongren Zhou; Lele Cong; Xiankai Li; Jianhui Zhuang; Xianling Cong (Expert Syst. Appl., 2023)

Counterfactual Generation Framework for Few-Shot Learning. - Zhuohang Dang; Minnan Luo; Chengyou Jia; Caixia Yan; Xiaojun Chang; Qinghua Zheng (IEEE Trans. Circuits Syst. Video Technol., 2023)

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation. - Zhuohang Dang; Minnan Luo; Chengyou Jia; Guang Dai; Xiaojun Chang; Jingdong Wang 001 (AAAI, 2024)

SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation. - Chengyou Jia; Minnan Luo; Zhuohang Dang; Guang Dai; Xiaojun Chang; Mengmeng Wang 005; Jingdong Wang 001 (AAAI, 2024)

Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition. - Chengyou Jia; Minnan Luo; Xiaojun Chang; Zhuohang Dang; Mingfei Han 002; Mengmeng Wang 005; Guang Dai; Sizhe Dang; Jingdong Wang 001 (ACM Multimedia, 2024)

Disentangled Generation With Information Bottleneck for Enhanced Few-Shot Learning. - Zhuohang Dang; Minnan Luo; Jihong Wang 003; Chengyou Jia; Caixia Yan; Guang Dai; Xiaojun Chang; Qinghua Zheng (IEEE Trans. Image Process., 2024)

Disentangled Representation Learning With Transmitted Information Bottleneck. - Zhuohang Dang; Minnan Luo; Chengyou Jia; Guang Dai; Jihong Wang 003; Xiaojun Chang; Jingdong Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant. - Chengyou Jia; Minnan Luo; Zhuohang Dang; Qiushi Sun; Fangzhi Xu; Junlin Hu 003; Tianbao Xie; Zhiyong Wu 003 (ACL (Findings), 2025)

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis. - Qiushi Sun; Kanzhi Cheng; Zichen Ding 002; Chuanyang Jin; Yian Wang 003; Fangzhi Xu; Zhenyu Wu; Chengyou Jia; Liheng Chen; Zhoumianze Liu; Ben Kao; Guohao Li 001; et al. (ACL (1), 2025)

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning. - Xinyu Zhang; Yuxuan Dong; Yanrui Wu; Jiaxing Huang; Chengyou Jia; Basura Fernando; Mike Zheng Shou; Lingling Zhang; Jun Liu 036 (ACL (1), 2025)

ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting. - Chengyou Jia; Changliang Xia; Zhuohang Dang; Weijia Wu; Hangwei Qian; Minnan Luo (CVPR, 2025)

OS-ATLAS: Foundation Action Model for Generalist GUI Agents. - Zhiyong Wu 003; Zhenyu Wu; Fangzhi Xu; Yian Wang 003; Qiushi Sun; Chengyou Jia; Kanzhi Cheng; Zichen Ding 002; Liheng Chen; Paul Pu Liang; Yu Qiao 001 (ICLR, 2025)

Disentangled Noisy Correspondence Learning. - Zhuohang Dang; Minnan Luo; Jihong Wang 003; Chengyou Jia; Haochen Han; Herun Wan; Guang Dai; Xiaojun Chang; Jingdong Wang 001 (IEEE Trans. Image Process., 2025)

AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning. - Bowen Ping; Minnan Luo; Zhuohang Dang; Chenxi Wang; Chengyou Jia (CoRR, 2025)

Multi-Modal Dataset Distillation in the Wild. - Zhuohang Dang; Minnan Luo; Chengyou Jia; Hangwei Qian; Xiaojun Chang; Ivor W. Tsang (CoRR, 2025)

From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios. - Changliang Xia; Chengyou Jia; Zhuohang Dang; Minnan Luo (CoRR, 2025)

Why Settle for One? Text-to-ImageSet Generation and Evaluation. - Chengyou Jia; Xin Shen; Zhuohang Dang; Zhuohang Dang; Changliang Xia; Weijia Wu; Xinyu Zhang; Hangwei Qian; Ivor W. Tsang; Minnan Luo (CoRR, 2025)

PSDiff: Diffusion Model for Person Search With Iterative and Collaborative Refinement. - Chengyou Jia; Minnan Luo; Zhuohang Dang; Guang Dai; Xiaojun Chang; Jingdong Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)