Zhou, Wenxuan

17 publications

ICLR 2025 Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou

ICLR 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-Image Understanding Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

TMLR 2025 Offset Unlearning for Large Language Models James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen

ICML 2025 Think Smarter Not Harder: Adaptive Reasoning with Inference Aware Optimization Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang

ICLRW 2025 Think Smarter Not Harder: Adaptive Reasoning with Inference Aware Optimization Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang

NeurIPSW 2024 Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou

ICLR 2024 UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon

CoRL 2024 Visual Manipulation with Legs Xialin He, Chengjing Yuan, Wenxuan Zhou, Ruihan Yang, David Held, Xiaolong Wang

CoRL 2023 HACMan: Learning Hybrid Actor-Critic Maps for 6d Non-Prehensile Manipulation Wenxuan Zhou, Bowen Jiang, Fan Yang, Chris Paxton, David Held

CoLLAs 2022 Forgetting and Imbalance in Robot Lifelong Learning with Off-Policy Data Wenxuan Zhou, Steven Bohez, Jan Humplik, Nicolas Heess, Abbas Abdolmaleki, Dushyant Rao, Markus Wulfmeier, Tuomas Haarnoja

CoRL 2022 Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity Wenxuan Zhou, David Held

AAAI 2021 Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang

AAAI 2021 IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren

CoRL 2021 Learning Off-Policy with Online Planning Harshit Sikchi, Wenxuan Zhou, David Held

ICLR 2020 Learning from Explanations with Neural Execution Tree Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

CoRL 2020 PLAS: Latent Action Space for Offline Reinforcement Learning Wenxuan Zhou, Sujay Bajracharya, David Held

ICLR 2019 Environment Probing Interaction Policies Wenxuan Zhou, Lerrel Pinto, Abhinav Gupta