Tang, Shixiang

33 publications

ICCV 2025 Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection Under Test-Time Shifts Zixuan Hu, Dongxiao Li, Xinzhu Ma, Shixiang Tang, Xiaotong Li, Wenhan Yang, Ling-Yu Duan

ICML 2025 Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation Zixuan Hu, Yichun Hu, Xiaotong Li, Shixiang Tang, Lingyu Duan

ICCV 2025 CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jinyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang

NeurIPS 2025 CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming Han Deng, Yuan Meng, Shixiang Tang, Wanli Ouyang, Xinzhu Ma

ICCV 2025 EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds Lu Chen, Yizhou Wang, Shixiang Tang, Qianhong Ma, Tong He, Wanli Ouyang, Xiaowei Zhou, Hujun Bao, Sida Peng

NeurIPS 2025 FuncGenFoil: Airfoil Generation and Editing Model in Function Space Jinouwen Zhang, Junjie Ren, Qianhong Ma, Jianyu Wu, Aobo Yang, Yan Lu, Lu Chen, Hairun Xie, Jing Wang, Miao Zhang, Wanli Ouyang, Shixiang Tang

IJCAI 2025 Human-Centric Foundation Models: Perception, Generation and Agentic Modeling Shixiang Tang, Yizhou Wang, Lu Chen, Yuan Wang, Sida Peng, Dan Xu, Wanli Ouyang

NeurIPS 2025 LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents Rui Li, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, Lei Bai, Wangmeng Zuo, Lingyu Duan, Dongzhan Zhou, Shixiang Tang

AAAI 2025 SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu, Qingsong Xie, Tianxiang Ye, Zhijie Deng, Chen Chen, Shixiang Tang, Xueyang Fu, Haonan Lu, Zheng-Jun Zha

NeurIPS 2025 Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, Yao Xiuqi, Jia Bu, Haiwen Huang, Tianfan Fu, Shixiang Tang, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, Lei Bai

NeurIPS 2024 AFBench: A Large-Scale Benchmark for Airfoil Design Jian Liu, Jianyu Wu, Hairun Xie, Guoqing Zhang, Jing Wang, Wei Liu, Wanli Ouyang, Junjun Jiang, Xianming Liu, Shixiang Tang, Miao Zhang

ECCV 2024 Agent3D-Zero: An Agent for Zero-Shot 3D Understanding Sha Zhang, Di Huang, Jiajun Deng, Shixiang Tang, Wanli Ouyang, Tong He, Yanyong Zhang

ECCV 2024 DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM Yixuan Wu, Yizhou Wang, Shixiang Tang, Wenhao Wu, Tong He, Wanli Ouyang, Philip Torr, Jian Wu

CVPR 2024 Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions Weizhen He, Yiheng Deng, Shixiang Tang, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan

CVPR 2024 LEAD: Exploring Logit Space Evolution for Model Selection Zixuan Hu, Xiaotong Li, Shixiang Tang, Jun Liu, Yichun Hu, Ling-Yu Duan

AAAI 2024 MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators Yaqi Zhang, Di Huang, Bin Liu, Shixiang Tang, Yan Lu, Lu Chen, Lei Bai, Qi Chu, Nenghai Yu, Wanli Ouyang

CVPR 2024 UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving Honghui Yang, Sha Zhang, Di Huang, Xiaoyang Wu, Haoyi Zhu, Tong He, Shixiang Tang, Hengshuang Zhao, Qibo Qiu, Binbin Lin, Xiaofei He, Wanli Ouyang

ICLR 2023 Cycle-Consistent Masked AutoEncoder for Unsupervised Domain Generalization Haiyang Yang, Xiaotong Li, Shixiang Tang, Feng Zhu, Yizhou Wang, Meilin Chen, Lei Bai, Rui Zhao, Wanli Ouyang

CVPR 2023 HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining Shixiang Tang, Cheng Chen, Qingsong Xie, Meilin Chen, Yizhou Wang, Yuanzheng Ci, Lei Bai, Feng Zhu, Haiyang Yang, Li Yi, Rui Zhao, Wanli Ouyang

CVPR 2023 UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci, Yizhou Wang, Meilin Chen, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Fengwei Yu, Donglian Qi, Wanli Ouyang

ECCV 2022 Domain Invariant Masked Autoencoders for Self-Supervised Learning from Multi-Domains Haiyang Yang, Shixiang Tang, Meilin Chen, Yizhou Wang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang

CVPR 2022 Feature Erasing and Diffusion Network for Occluded Person Re-Identification Zhikang Wang, Feng Zhu, Shixiang Tang, Rui Zhao, Lihuo He, Jiangning Song

ECCV 2022 Relative Contrastive Loss for Unsupervised Representation Learning Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang

CVPR 2022 Revisiting the Transferability of Supervised Pretraining: An MLP Perspective Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang

ECCV 2022 Unifying Visual Contrastive Learning for Object Recognition from a Graph Perspective Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Chenyu Wang, Wanli Ouyang

NeurIPS 2022 Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning Yizhou Wang, Meilin Chen, Shixiang Tang, Feng Zhu, Haiyang Yang, Lei Bai, Rui Zhao, Yunfeng Yan, Donglian Qi, Wanli Ouyang

CVPR 2021 Complementary Relation Contrastive Distillation Jinguo Zhu, Shixiang Tang, Dapeng Chen, Shijie Yu, Yakun Liu, Mingzhe Rong, Aijun Yang, Xiaohua Wang

WACV 2021 Continual Representation Learning for Biometric Identification Bo Zhao, Shixiang Tang, Dapeng Chen, Hakan Bilen, Rui Zhao

AAAI 2021 Gradient Regularized Contrastive Learning for Continual Domain Adaptation Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang

CVPR 2021 Layerwise Optimization by Gradient Decomposition for Continual Learning Shixiang Tang, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang

CVPR 2021 Mutual CRF-GNN for Few-Shot Learning Shixiang Tang, Dapeng Chen, Lei Bai, Kaijian Liu, Yixiao Ge, Wanli Ouyang

ICCV 2021 Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification Yi Zheng, Shixiang Tang, Guolong Teng, Yixiao Ge, Kaijian Liu, Jing Qin, Donglian Qi, Dapeng Chen

ECCV 2020 Adapting Object Detectors with Conditional Domain Normalization Peng Su, Kun Wang, Xingyu Zeng, Shixiang Tang, Dapeng Chen, Di Qiu, Xiaogang Wang