Andy Zhou

According to our database, Andy Zhou authored at least 23 papers between 2015 and 2024.

Collaborative distances:

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

2024

Underwater object detection in noisy imbalanced datasets.

Long Chen, Tengyue Li, Andy Zhou, Shengke Wang, Junyu Dong, Huiyu Zhou

Pattern Recognit., 2024

Tamper-Resistant Safeguards for Open-Weight LLMs.

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

CoRR, 2024

AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies.

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

CoRR, 2024

AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies.

Yi Zeng, Kevin Klyman, Andy Zhou, Yu Yang, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li

CoRR, 2024

Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters.

Haibo Jin, Andy Zhou, Joe D. Menke, Haohan Wang

CoRR, 2024

GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models.

Haibo Jin, Ruoxi Chen, Andy Zhou, Jinyin Chen, Yang Zhang, Haohan Wang

CoRR, 2024

Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks.

Andy Zhou, Bo Li, Haohan Wang

CoRR, 2024

Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models.

Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning.

Rishub Tamirisa, Chulin Xie, Wenxuan Bao, Andy Zhou, Ron Arel, Aviv Shamsian

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

KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data.

Andy Zhou, Xiaojun Xu, Ramesh Raghunathan, Alok Lal, Xinze Guan, Bin Yu, Bo Li

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning.

Rishub Tamirisa, John Won, Chengjun Lu, Ron Arel, Andy Zhou

CoRR, 2023

YouTubePD: A Multimodal Benchmark for Parkinson's Disease Analysis.

Andy Zhou, Samuel Li, Pranav Sriram, Xiang Li, Jiahua Dong, Ansh Sharma, Yuanyi Zhong, Shirui Luo, Volodymyr V. Kindratenko, George Heintz, Christopher Zallek, Yu-Xiong Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models.

Andy Zhou, Jindong Wang, Yu-Xiong Wang, Haohan Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance.

Zeyi Huang, Andy Zhou, Zijian Lin, Mu Cai, Haohan Wang, Yong Jae Lee

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing.

Andy Zhou, Rikky Muller, Jan M. Rabaey

CoRR, 2021

Investigating the Changes in Software Metrics after Vulnerability is Fixed.

Andy Zhou, Kazi Zakia Sultana, Bharath K. Samanthula

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Wireless User-Generic Ear EEG.

Ryan Kaveh, Justin Doong, Andy Zhou, Carolyn Schwendeman, Karthik Gopalan, Fred L. Burghardt, Ana C. Arias, Michel M. Maharbiz, Rikky Muller

IEEE Trans. Biomed. Circuits Syst., 2020

2019

Adaptive EMG-based hand gesture recognition using hyperdimensional computing.

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

CoRR, 2019

Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing.

Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

A Wireless, Multielectrode, User-generic Ear EEG Recording System.

Ryan Kaveh, Justin Doong, Andy Zhou, Carolyn Schwendeman, Karthik Gopalan, Fred L. Burghardt, Ana C. Arias, Michel M. Maharbiz, Rikky Muller

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.

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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2015

The Design and Implementation of Open vSwitch.

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

login Usenix Mag., 2015

An adjustable self-equalizing photo detector.

Behrooz Abiri, Andy Zhou, Firooz Aflatouni, Ali Hajimiri

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015