Shixiang Tang

According to our database, Shixiang Tang authored at least 62 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Finetuning Large Language Model as an Effective Symbolic Regressor.

Yingfan Hua, Ruikun Li, Jun Yao, Guohang Zhuang, Shixiang Tang, Bin Liu, Wanli Ouyang, Yan Lu

CoRR, August, 2025

Hulk: A Universal Knowledge Translator for Human-Centric Tasks.

Yizhou Wang, Yixuan Wu, Weizhen He, Xun Guo, Feng Zhu, Lei Bai, Rui Zhao, Jian Wu, Tong He, Wanli Ouyang, Shixiang Tang

IEEE Trans. Pattern Anal. Mach. Intell., July, 2025

Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-Identification.

Weizhen He, Yiheng Deng, Yunfeng Yan, Feng Zhu, Yizhou Wang, Lei Bai, Qingsong Xie, Rui Zhao, Donglian Qi, Wanli Ouyang, Shixiang Tang

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

MotionGPT3: Human Motion as a Second Modality.

Bingfan Zhu, Biao Jiang, Sunyi Wang, Shixiang Tang, Tao Chen, Linjie Luo, Youyi Zheng, Xin Chen

CoRR, June, 2025

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI.

Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou

CoRR, June, 2025

Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team.

Weilun Yu, Shixiang Tang, Yonggui Huang, Nanqing Dong, Li Fan, Honggang Qi, Wei Liu, Xiaoli Diao, Xi Chen, Wanli Ouyang

CoRR, June, 2025

PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models.

Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Peng Xia, Jiabei Xiao, Wenlong Zhang, Xinnan Dai, Xi Chen, Yuan Meng, Mingyu Ding, Lei Bai, Wanli Ouyang, Shixiang Tang, Aoran Wang, Xinzhu Ma

CoRR, June, 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, Xiuqi Yao, 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

CoRR, June, 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, Ling-Yu Duan, Dongzhan Zhou, Shixiang Tang

CoRR, May, 2025

Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation.

Zixuan Hu, Yichun Hu, Xiaotong Li, Shixiang Tang, Ling-Yu Duan

CoRR, May, 2025

CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming.

Han Deng, Yuan Meng, Shixiang Tang, Wanli Ouyang, Xinzhu Ma

CoRR, May, 2025

AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research.

Renqi Chen, Haoyang Su, Shixiang Tang, Zhenfei Yin, Qi Wu, Hui Li, Ye Sun, Nanqing Dong, Wanli Ouyang, Philip Torr

CoRR, May, 2025

MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data.

Ruikun Li, Yan Lu, Shixiang Tang, Biqing Qi, Wanli Ouyang

CoRR, May, 2025

Point2Primitive: CAD Reconstruction from Point Cloud by Direct Primitive Prediction.

Cheng Wang, Xinzhu Ma, Bin Wang, Shixiang Tang, Yuan Meng, Ping Jiang

CoRR, May, 2025

CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation.

Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jingyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang

CoRR, April, 2025

GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning.

Yanzhou Su, Tianbin Li, Jiyao Liu, Chenglong Ma, Junzhi Ning, Cheng Tang, Sibo Ju, Jin Ye, Pengcheng Chen, Ming Hu, Shixiang Tang, Lihao Liu, Bin Fu, Wenqi Shao, Xiaowei Hu, Xiangwen Liao, Yuanfeng Ji, Junjun He

CoRR, April, 2025

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition.

Yujie Liu, Zonglin Yang, Tong Xie, Jinjie Ni, Ben Gao, Yuqiang Li, Shixiang Tang, Wanli Ouyang, Erik Cambria, Dongzhan Zhou

CoRR, March, 2025

FuncGenFoil: Airfoil Generation and Editing Model in Function Space.

Jinouwen Zhang, Junjie Ren, Aobo Yang, Yan Lu, Lu Chen, Hairun Xie, Jing Wang, Miao Zhang, Wanli Ouyang, Shixiang Tang

CoRR, February, 2025

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling.

Shixiang Tang, Yizhou Wang, Lu Chen, Yuan Wang, Sida Peng, Dan Xu, Wanli Ouyang

CoRR, February, 2025

Acquisition through My Eyes and Steps: 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

CoRR, February, 2025

Adept: Annotation-denoising auxiliary tasks with discrete cosine transform map and keypoint for human-centric pretraining.

Weizhen He, Yunfeng Yan, Shixiang Tang, Yiheng Deng, Yangyang Zhong, Pengxin Luo, Donglian Qi

Neurocomputing, 2025

A lightweight model for long-term multivariate time series forecasting via high-dimensional feature maps.

Shixiang Tang, Yepeng Guan

Appl. Soft Comput., 2025

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System.

Haoyang Su, Renqi Chen, Shixiang Tang, Zhenfei Yin, Xinzhe Zheng, Jinzhe Li, Biqing Qi, Qi Wu, Hui Li, Wanli Ouyang, Philip Torr, Bowen Zhou, Nanqing Dong

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities.

Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao

IEEE Trans. Multim., 2024

Zero-Knowledge Proof Vulnerability Analysis and Security Auditing.

Xueyan Tang, Lingzhi Shi, Xun Wang, Kyle Charbonnet, Shixiang Tang, Shixiao Sun

IACR Cryptol. ePrint Arch., 2024

MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding.

Yuan Wang, Di Huang, Yaqi Zhang, Wanli Ouyang, Jile Jiao, Xuetao Feng, Yan Zhou, Pengfei Wan, Shixiang Tang, Dan Xu

CoRR, 2024

Two Heads Are Better Than One: A Multi-Agent System Has the Potential to Improve Scientific Idea Generation.

Haoyang Su, Renqi Chen, Shixiang Tang, Xinzhe Zheng, Jingzhe Li, Zhenfei Yin, Wanli Ouyang, Nanqing Dong

CoRR, 2024

DiffFluid: Plain Diffusion Models are Effective Predictors of Flow Dynamics.

Dongyu Luo, Jianyu Wu, Jing Wang, Hairun Xie, Xiangyu Yue, Shixiang Tang

CoRR, 2024

Holistic-Motion2D: Scalable Whole-body Human Motion Generation in 2D Space.

Yuan Wang, Zhao Wang, Junhao Gong, Di Huang, Tong He, Wanli Ouyang, Jile Jiao, Xuetao Feng, Qi Dou, Shixiang Tang, Dan Xu

CoRR, 2024

MLCM: Multistep Consistency Distillation of Latent Diffusion Model.

Qingsong Xie, Zhenyi Liao, Chen Chen, Zhijie Deng, Shixiang Tang, Haonan Lu

CoRR, 2024

Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification.

Weizhen He, Yiheng Deng, Yunfeng Yan, Feng Zhu, Yizhou Wang, Lei Bai, Qingsong Xie, Donglian Qi, Wanli Ouyang, Shixiang Tang

CoRR, 2024

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation.

Hongjian Liu, Qingsong Xie, Zhijie Deng, Chen Chen, Shixiang Tang, Fueyang Fu, Zhengjun Zha, Haonan Lu

CoRR, 2024

A Comprehensive Survey on 3D Content Generation.

Jian Liu, Xiaoshui Huang, Tianyu Huang, Lu Chen, Yuenan Hou, Shixiang Tang, Ziwei Liu, Wanli Ouyang, Wangmeng Zuo, Junjun Jiang, Xianming Liu

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Agent3D-Zero: An Agent for Zero-Shot 3D Understanding.

Sha Zhang, Di Huang, Jiajun Deng, Shixiang Tang, Wanli Ouyang, Tong He, Yanyong Zhang

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LEAD: Exploring Logit Space Evolution for Model Selection.

Zixuan Hu, Xiaotong Li, Shixiang Tang, Jun Liu, Yichun Hu, Ling-Yu Duan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Retrieve Anyone: A General-purpose Person Re-identification Task with Instructions.

Weizhen He, Shixiang Tang, Yiheng Deng, Qihao Chen, Qingsong Xie, Yizhou Wang, Lei Bai, Feng Zhu, Rui Zhao, Wanli Ouyang, Donglian Qi, Yunfeng Yan

CoRR, 2023

Saliency Guided Contrastive Learning on Scene Images.

Meilin Chen, Yizhou Wang, Shixiang Tang, Feng Zhu, Haiyang Yang, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang

CoRR, 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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Trust Your Partner's Friends: Hierarchical Cross-Modal Contrastive Pre-Training for Video-Text Retrieval.

Yuhan Xiang, Kaijian Liu, Shixiang Tang, Lei Bai, Feng Zhu, Rui Zhao, Xianming Lin

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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

Proceedings of the Computer Vision - ECCV 2022, 2022

Relative Contrastive Loss for Unsupervised Representation Learning.

Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Wanli Ouyang

Proceedings of the Computer Vision - ECCV 2022, 2022

Unifying Visual Contrastive Learning for Object Recognition from a Graph Perspective.

Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Chenyu Wang, Wanli Ouyang

Proceedings of the Computer Vision - ECCV 2022, 2022

Feature Erasing and Diffusion Network for Occluded Person Re-Identification.

Zhikang Wang, Feng Zhu, Shixiang Tang, Rui Zhao, Lihuo He, Jiangning Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Revisiting the Transferability of Supervised Pretraining: an MLP Perspective.

Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Multiple Domain Experts Collaborative Learning: Multi-Source Domain Generalization For Person Re-Identification.

Shijie Yu, Feng Zhu, Dapeng Chen, Rui Zhao, Haobin Chen, Shixiang Tang, Jinguo Zhu, Yu Qiao

CoRR, 2021

Continual Representation Learning for Biometric Identification.

Bo Zhao, Shixiang Tang, Dapeng Chen, Hakan Bilen, Rui Zhao

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 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

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Complementary Relation Contrastive Distillation.

Jinguo Zhu, Shixiang Tang, Dapeng Chen, Shijie Yu, Yakun Liu, Mingzhe Rong, Aijun Yang, Xiaohua Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Layerwise Optimization by Gradient Decomposition for Continual Learning.

Shixiang Tang, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Mutual CRF-GNN for Few-Shot Learning.

Shixiang Tang, Dapeng Chen, Lei Bai, Kaijian Liu, Yixiao Ge, Wanli Ouyang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Gradient Regularized Contrastive Learning for Continual Domain Adaptation.

Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Gradient Regularized Contrastive Learning for Continual Domain Adaptation.

Peng Su, Shixiang Tang, Peng Gao, Di Qiu, Ni Zhao, Xiaogang Wang

CoRR, 2020

Adapting Object Detectors with Conditional Domain Normalization.

Peng Su, Kun Wang, Xingyu Zeng, Shixiang Tang, Dapeng Chen, Di Qiu, Xiaogang Wang

Proceedings of the Computer Vision - ECCV 2020, 2020