Wang, Zihan

59 publications

ICLR 2026 AetherCode: Evaluating LLMs’ Ability to Win in Premier Programming Competitions Zihan Wang, Jiaze Chen, Zhicheng Liu, Haojie Pan, Markus Mak, Yidi Du, Geonsik Moon, Aaron Tua, Kunshuo Peng, Jiayi Lu, Boqian Zou, Chenyang Ran, GuangTian, Shoutai Zhu, Duan Yeheng, Zhenghui Kang, Zhenxing Lin, Lishangshu, Qiang Luo, Qingshen Long, Zhiyong Chen, Yihan Xiao, Yurong Wu, Daoguang Zan, Mingxuan Wang, Ming Ding

ICLR 2026 Constitutional Classifiers++: Efficient Production-Grade Defenses Against Universal Jailbreaks Hoagy Cunningham, Jerry Wei, Zihan Wang, Andrew Persic, Alwin Peng, Jordan Abderrachid, Raj Agarwal, Bobby Chen, Andy Dau, Alek Dimitriev, Logan Howard, Yijin Hua, Rob Gilson, Mu Lin, Christopher Liu, Vladimir Mikulik, Rohit Mittapalli, Clare O'Hara, Jin Pan, Nikhil Saxena, Alex Silverstein, Yue Song, Giulio Zhou, Jan Leike, Jared Kaplan, Ethan Perez, Mrinank Sharma

ICLR 2026 Contact-Guided Real2Sim from Monocular Video with Planar Scene Primitives Zihan Wang, Jiashun Wang, Jeff Tan, Yiwen Zhao, Jessica K. Hodgins, Shubham Tulsiani, Deva Ramanan

ICLR 2026 Efficient Multimodal Spatial Reasoning via Dynamic and Asymmetric Routing Yixian Shen, Qi Bi, Zihan Wang, Zhiheng Yang, Changshuo Wang, Zhi Zhang, Prayag Tiwari, Andy D. Pimentel, Anuj Pathania

ICLR 2026 MindCube: Spatial Mental Modeling from Limited Views Qineng Wang, Baiqiao Yin, Pingyue Zhang, Jianshu Zhang, Kangrui Wang, Zihan Wang, Jieyu Zhang, Keshigeyan Chandrasegaran, Han Liu, Ranjay Krishna, Saining Xie, Jiajun Wu, Li Fei-Fei, Manling Li

ICLR 2026 Theory of Space: Can Foundation Models Construct Spatial Beliefs Through Active Exploration? Pingyue Zhang, Zihan Huang, Yue Wang, Jieyu Zhang, Letian Xue, Zihan Wang, Qineng Wang, Keshigeyan Chandrasegaran, Ruohan Zhang, Yejin Choi, Ranjay Krishna, Jiajun Wu, Li Fei-Fei, Manling Li

ICLR 2026 WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport Qiangwei Peng, Zihan Wang, Junda Ying, Yuhao Sun, Qing Nie, Lei Zhang, Tiejun Li, Peijie Zhou

ICLR 2026 Weak-to-Strong Generalization with Failure Trajectories Ruimeng Ye, Zihan Wang, Yang Xiao, Zinan Ling, Manling Li, Bo Hui

ICLR 2026 Your Language Model Secretly Contains Personality Subnetworks Ruimeng Ye, Zihan Wang, Zinan Ling, Yang Xiao, Manling Li, Xiaolong Ma, Bo Hui

ICCV 2025 Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection Wenjun Miao, Guansong Pang, Zihan Wang, Jin Zheng, Xiao Bai

AISTATS 2025 Data Reconstruction Attacks and Defenses: A Systematic Evaluation Sheng Liu, Zihan Wang, Yuxiao Chen, Qi Lei

NeurIPS 2025 Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation Zihan Wang, Seungjun Lee, Gim Hee Lee

AISTATS 2025 Elastic Representation: Mitigating Spurious Correlations for Group Robustness Tao Wen, Zihan Wang, Quan Zhang, Qi Lei

TMLR 2025 Incorporating Spatial Information into Goal-Conditioned Hierarchical Reinforcement Learning via Graph Representations Shuyuan Zhang, Zihan Wang, Xiao-Wen Chang, Doina Precup

ICLR 2025 MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu, Lingyong Yan, Zihan Wang, Dawei Yin, Pengjie Ren, Maarten de Rijke, Zhaochun Ren

NeurIPS 2025 Modeling Cell Dynamics and Interactions with Unbalanced Mean Field Schrödinger Bridge Zhenyi Zhang, Zihan Wang, Yuhao Sun, Tiejun Li, Peijie Zhou

ICCV 2025 MonoFusion: Sparse-View 4D Reconstruction via Monocular Fusion Zihan Wang, Jeff Tan, Tarasha Khurana, Neehar Peri, Deva Ramanan

TMLR 2025 OmniInput: An Evaluation Framework for Deep Learning Models on Internet-Scale Data Weitang Liu, Yuelei Li, Ying Wai Li, Zihan Wang, Yi-Zhuang You, Jingbo Shang

CVPR 2025 Re-Thinking Temporal Search for Long-Form Video Understanding Jinhui Ye, Zihan Wang, Haosen Sun, Keshigeyan Chandrasegaran, Zane Durante, Cristobal Eyzaguirre, Yonatan Bisk, Juan Carlos Niebles, Ehsan Adeli, Li Fei-Fei, Jiajun Wu, Manling Li

ACML 2025 ReSa2: A Two-Stage Retrieval-Sampling Algorithm for Negative Sampling in Dense Retrieval Muyang Li, Zihan Wang, Sijia Chen, Yijun Chen, Jiayu Li, Yiming Qiao, Xinyi Li, Bo Ji

ICML 2025 Reducing Tool Hallucination via Reliability Alignment Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu

NeurIPS 2025 VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents Kangrui Wang, Pingyue Zhang, Zihan Wang, Yaning Gao, Linjie Li, Qineng Wang, Hanyang Chen, Yiping Lu, Zhengyuan Yang, Lijuan Wang, Ranjay Krishna, Jiajun Wu, Li Fei-Fei, Yejin Choi, Manling Li

NeurIPS 2025 Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action Yuhao Sun, Zhenyi Zhang, Zihan Wang, Tiejun Li, Peijie Zhou

CVPR 2025 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-Modal LLMs in Video Analysis Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun

ICLR 2025 Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural Collapse Arthur Jacot, Peter Súkeník, Zihan Wang, Marco Mondelli

CVPR 2025 g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks Zihan Wang, Gim Hee Lee

WACV 2024 BPKD: Boundary Privileged Knowledge Distillation for Semantic Segmentation Liyang Liu, Zihan Wang, Minh Hieu Phan, Bowen Zhang, Jinchao Ge, Yifan Liu

CVPR 2024 CogAgent: A Visual Language Model for GUI Agents Wenyi Hong, Weihan Wang, Qingsong Lv, Jiazheng Xu, Wenmeng Yu, Junhui Ji, Yan Wang, Zihan Wang, Yuxiao Dong, Ming Ding, Jie Tang

ICLR 2024 Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis X Charles

CoRL 2024 I Can Tell What I Am Doing: Toward Real-World Natural Language Grounding of Robot Experiences Zihan Wang, Brian Liang, Varad Dhat, Zander Brumbaugh, Nick Walker, Ranjay Krishna, Maya Cakmak

ICLR 2024 Implicit Bias of SGD in $l_2$-Regularized Linear DNNs: One-Way Jumps from High to Low Rank Zihan Wang, Arthur Jacot

IJCAI 2024 Learning Fair Representations for Recommendation via Information Bottleneck Principle Junsong Xie, Yonghui Yang, Zihan Wang, Le Wu

CVPR 2024 Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Junjie Hu, Ming Jiang, Shuqiang Jiang

ICLR 2024 MINT: Evaluating LLMs in Multi-Turn Interaction with Tools and Language Feedback Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji

CVPR 2024 Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen

NeurIPS 2024 SciCode: A Research Coding Benchmark Curated by Scientists Minyang Tian, Luyu Gao, Shizhuo Dylan Zhang, Xinan Chen, Cunwei Fan, Xuefei Guo, Roland Haas, Pan Ji, Kittithat Krongchon, Yao Li, Shengyan Liu, Di Luo, Yutao Ma, Hao Tong, Kha Trinh, Chenyu Tian, Zihan Wang, Bohao Wu, Yanyu Xiong, Shengzhu Yin, Minhui Zhu, Kilian Lieret, Yanxin Lu, Genglin Liu, Yufeng Du, Tianhua Tao, Ofir Press, Jamie Callan, Eliu Huerta, Hao Peng

NeurIPS 2024 SciInstruct: A Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang

CoRL 2024 Sim-to-Real Transfer via 3D Feature Fields for Vision-and-Language Navigation Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Shuqiang Jiang

CoRL 2023 Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback Max Balsells, Marcel Torne Villasevil, Zihan Wang, Samedh Desai, Pulkit Agrawal, Abhishek Gupta

NeurIPS 2023 Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback Marcel Torne Villasevil, Max Balsells I Pamies, Zihan Wang, Samedh Desai, Tao Chen, Pulkit Agrawal, Abhishek Gupta

NeurIPSW 2023 Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis Charles

NeurIPSW 2023 Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis X Charles

ICLR 2023 GLM-130B: An Open Bilingual Pre-Trained Model Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Zhiyuan Liu, Peng Zhang, Yuxiao Dong, Jie Tang

ICCV 2023 GridMM: Grid Memory mAP for Vision-and-Language Navigation Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Shuqiang Jiang

ICML 2023 Guiding Pretraining in Reinforcement Learning with Large Language Models Yuqing Du, Olivia Watkins, Zihan Wang, Cédric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas

CVPR 2023 KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation Xiangyang Li, Zihan Wang, Jiahao Yang, Yaowei Wang, Shuqiang Jiang

AAAI 2023 Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking Jinyu Guo, Kai Shuang, Kaihang Zhang, Yixuan Liu, Jijie Li, Zihan Wang

ICLRW 2023 Natural Language Understanding for African Languages Pierrette MAHORO Mastel, Pierrette MAHORO Mastel, Ester Namara, Aime Munezero, Richard Kagame, Zihan Wang, Allan Anzagira, Akshat Gupta, Jema David Ndibwile

CVPR 2023 PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection Anthony Chen, Kevin Zhang, Renrui Zhang, Zihan Wang, Yuheng Lu, Yandong Guo, Shanghang Zhang

AISTATS 2023 Reconstructing Training Data from Model Gradient, Provably Zihan Wang, Jason Lee, Qi Lei

CVPRW 2023 Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen

NeurIPSW 2023 WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang

NeurIPSW 2022 Improving ECG-Based COVID-19 Diagnosis and Mortality Predictions Using Pre-Pandemic Medical Records at Population-Scale Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Luan Manh Chu, Zihan Wang, Amir Salimi, Abram Hindle, Russell Greiner, Padma Kaul

NeurIPS 2022 M$^4$I: Multi-Modal Models Membership Inference Pingyi Hu, Zihan Wang, Ruoxi Sun, Hu Wang, Minhui Xue

IJCAI 2022 Rethinking the Setting of Semi-Supervised Learning on Graphs Ziang Li, Ming Ding, Weikai Li, Zihan Wang, Ziyu Zeng, Yukuo Cen, Jie Tang

ICCVW 2021 What Matters for Ad-Hoc Video Search? a Large-Scale Evaluation on TRECVID Aozhu Chen, Fan Hu, Zihan Wang, Fangming Zhou, Xirong Li

ICLR 2020 Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K, Zihan Wang, Stephen Mayhew, Dan Roth

IJCAI 2019 Robust Embedding with Multi-Level Structures for Link Prediction Zihan Wang, Zhaochun Ren, Chunyu He, Peng Zhang, Yue Hu

MLHC 2017 Towards a Directory of Rare Disease Specialists: Identifying Experts from Publication History Zihan Wang, Michael Brudno, Orion Buske