Andy Zhou

42 papers A* 12C 1Misc 1Journal 24Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories.
ICLR
Yi Zeng, Yu Yang, Andy Zhou, Jeffrey Ziwei Tan, Yuheng Tu, Yifan Mai, Kevin Klyman, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li
2025 J jnl
AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration.
CoRR
Andy Zhou, Kevin Wu, Francesco Pinto, Zhaorun Chen, Yi Zeng, Yu Yang, Shuang Yang, Sanmi Koyejo, James Zou, Bo Li
2025 J jnl
Compositional Subspace Representation Fine-tuning for Adaptive Large Language Models.
CoRR
Andy Zhou
2025 J jnl
GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs.
CoRR
Haibo Jin, Ruoxi Chen, Peiyan Zhang, Andy Zhou, Yang Zhang, Haohan Wang
2025 A* conf
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models.
ICLR
Chejian Xu, Jiawei Zhang, Zhaorun Chen, Chulin Xie, Mintong Kang, Yujin Potter, Zhun Wang, Zhuowen Yuan, Alexander Xiong, Zidi Xiong, Chenhui Zhang, Lingzhi Yuan, Yi Zeng, Peiyang Xu, Chengquan Guo, Andy Zhou, Jeffrey Ziwei Tan, Xuandong Zhao, Francesco Pinto, Zhen Xiang, et al.
2025 J jnl
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models.
CoRR
Chejian Xu, Jiawei Zhang, Zhaorun Chen, Chulin Xie, Mintong Kang, Yujin Potter, Zhun Wang, Zhuowen Yuan, Alexander Xiong, Zidi Xiong, Chenhui Zhang, Lingzhi Yuan, Yi Zeng, Peiyang Xu, Chengquan Guo, Andy Zhou, Jeffrey Ziwei Tan, Xuandong Zhao, Francesco Pinto, Zhen Xiang, Yu Gai, Zinan Lin, Dan Hendrycks, Bo Li, Dawn Song
2025 J jnl
Siege: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search.
CoRR
Andy Zhou
2025 A* conf
Tamper-Resistant Safeguards for Open-Weight LLMs.
ICLR
Rishub Tamirisa, Bhrugu Bharathi, Long Phan, Andy Zhou, Alice Gatti, Tarun Suresh, Maxwell Lin, Justin Wang, Rowan Wang, Ron Arel, Andy Zou, Dawn Song, Bo Li, Dan Hendrycks, Mantas Mazeika
2024 J jnl
AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies.
CoRR
Yi Zeng, Kevin Klyman, Andy Zhou, Yu Yang, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li
2024 J jnl
AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies.
CoRR
Yi Zeng, Yu Yang, Andy Zhou, Jeffrey Ziwei Tan, Yuheng Tu, Yifan Mai, Kevin Klyman, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li
2024 A* conf
FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning.
CVPR
Rishub Tamirisa, Chulin Xie, Wenxuan Bao, Andy Zhou, Ron Arel, Aviv Shamsian
2024 J jnl
FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning.
CoRR
Rishub Tamirisa, Chulin Xie, Wenxuan Bao, Andy Zhou, Ron Arel, Aviv Shamsian
2024 J jnl
GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models.
CoRR
Haibo Jin, Ruoxi Chen, Andy Zhou, Jinyin Chen, Yang Zhang, Haohan Wang
2024 A* conf
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters.
NeurIPS
Haibo Jin, Andy Zhou, Joe D. Menke, Haohan Wang
2024 J jnl
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters.
CoRR
Haibo Jin, Andy Zhou, Joe D. Menke, Haohan Wang
2024 A* conf
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data.
CCS
Andy Zhou, Xiaojun Xu, Ramesh Raghunathan, Alok Lal, Xinze Guan, Bin Yu, Bo Li
2024 J jnl
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data.
CoRR
Andy Zhou, Xiaojun Xu, Ramesh Raghunathan, Alok Lal, Xinze Guan, Bin Yu, Bo Li
2024 A* conf
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models.
ICML
Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang
2024 A* conf
RedCode: Risky Code Execution and Generation Benchmark for Code Agents.
NeurIPS
Chengquan Guo, Xun Liu, Chulin Xie, Andy Zhou, Yi Zeng, Zinan Lin, Dawn Song, Bo Li
2024 J jnl
RedCode: Risky Code Execution and Generation Benchmark for Code Agents.
CoRR
Chengquan Guo, Xun Liu, Chulin Xie, Andy Zhou, Yi Zeng, Zinan Lin, Dawn Song, Bo Li
2024 A* conf
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks.
NeurIPS
Andy Zhou, Bo Li, Haohan Wang
2024 J jnl
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks.
CoRR
Andy Zhou, Bo Li, Haohan Wang
2024 J jnl
Tamper-Resistant Safeguards for Open-Weight LLMs.
CoRR
Rishub Tamirisa, Bhrugu Bharathi, Long Phan, Andy Zhou, Alice Gatti, Tarun Suresh, Maxwell Lin, Justin Wang, Rowan Wang, Ron Arel, Andy Zou, Dawn Song, Bo Li, Dan Hendrycks, Mantas Mazeika
2024 J jnl
Underwater object detection in noisy imbalanced datasets.
Pattern Recognit.
Long Chen, Tengyue Li, Andy Zhou, Shengke Wang, Junyu Dong, Huiyu Zhou
2023 A* conf
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance.
ICCV
Zeyi Huang, Andy Zhou, Zijian Lin, Mu Cai, Haohan Wang, Yong Jae Lee
2023 J jnl
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance.
CoRR
Zeyi Huang, Andy Zhou, Zijian Lin, Mu Cai, Haohan Wang, Yong Jae Lee
2023 A* conf
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models.
NeurIPS
Andy Zhou, Jindong Wang, Yu-Xiong Wang, Haohan Wang
2023 J jnl
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models.
CoRR
Andy Zhou, Jindong Wang, Yu-Xiong Wang, Haohan Wang
2023 J jnl
FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning.
CoRR
Rishub Tamirisa, John Won, Chengjun Lu, Ron Arel, Andy Zhou
2023 J jnl
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.
CoRR
Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang
2023 A* conf
YouTubePD: A Multimodal Benchmark for Parkinson's Disease Analysis.
NeurIPS
Andy Zhou, Samuel Li, Pranav Sriram, Xiang Li, Jiahua Dong, Ansh Sharma, Yuanyi Zhong, Shirui Luo, Volodymyr V. Kindratenko, George Heintz, Christopher M. Zallek, Yu-Xiong Wang
2021 — conf
Investigating the Changes in Software Metrics after Vulnerability is Fixed.
IEEE BigData
Andy Zhou, Kazi Zakia Sultana, Bharath K. Samanthula
2021 J jnl
Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing.
CoRR
Andy Zhou, Rikky Muller, Jan M. Rabaey
2020 J jnl
Wireless User-Generic Ear EEG.
IEEE Trans. Biomed. Circuits Syst.
Ryan Kaveh, Justin Doong, Andy Zhou, Carolyn Schwendeman, Karthik Gopalan, Fred L. Burghardt, Ana C. Arias, Michel M. Maharbiz, Rikky Muller
2019 — conf
A Wireless, Multielectrode, User-generic Ear EEG Recording System.
BioCAS
Ryan Kaveh, Justin Doong, Andy Zhou, Carolyn Schwendeman, Karthik Gopalan, Fred L. Burghardt, Ana C. Arias, Michel M. Maharbiz, Rikky Muller
2019 J jnl
Adaptive EMG-based hand gesture recognition using hyperdimensional computing.
CoRR
Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey
2019 — conf
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing.
BioCAS
Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey
2018 C conf
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
ISCAS
Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey
2018 J jnl
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
CoRR
Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey
2015 — conf
An adjustable self-equalizing photo detector.
OFC
Behrooz Abiri, Andy Zhou, Firooz Aflatouni, Ali Hajimiri
2015 Misc conf
The Design and Implementation of Open vSwitch.
NSDI
Ben Pfaff, Justin Pettit, Teemu Koponen, Ethan J. Jackson, Andy Zhou, Jarno Rajahalme, Jesse Gross, Alex Wang, Joe Stringer, Pravin Shelar, Keith Amidon, Martín Casado
2015 J jnl
The Design and Implementation of Open vSwitch.
login Usenix Mag.
Ben Pfaff, Justin Pettit, Teemu Koponen, Ethan J. Jackson, Andy Zhou, Jarno Rajahalme, Jesse Gross, Alex Wang, Joe Stringer, Pravin Shelar, Keith Amidon, Martín Casado