Semantic Map Based Image Compression via Conditional Generative Adversarial Network. - Zhensong Wei; Zeyi Liao; Huihui Bai 001; Yao Zhao 001 (ICIG (3), 2019)

RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. - Soumya Sanyal 001; Zeyi Liao; Xiang Ren 001 (EMNLP, 2022)

RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning. - Soumya Sanyal 001; Zeyi Liao; Xiang Ren 001 (CoRR, 2022)

ChatCounselor: A Large Language Models for Mental Health Support. - June M. Liu; Donghao Li; He Cao; Tianhe Ren; Zeyi Liao; Jiamin Wu (CoRR, 2023)

In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search. - Huihan Li 001; Yuting Ning; Zeyi Liao; Siyuan Wang; Xiang Lorraine Li; Ximing Lu; Faeze Brahman; Wenting Zhao; Yejin Choi 001; Xiang Ren 001 (CoRR, 2023)

Logic-Induced-Long-Tail (LINT). - Huihan Li 001; Yuting Ning; Zeyi Liao; Xiang Ren 001 (Zenodo, 2023)

AttributionBench: How Hard is Automatic Attribution Evaluation? - Yifei Li 005; Xiang Yue; Zeyi Liao; Huan Sun 001 (ACL (Findings), 2024)

In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search. - Huihan Li 001; Yuting Ning; Zeyi Liao; Siyuan Wang; Xiang Li 069; Ximing Lu; Wenting Zhao; Faeze Brahman; Yejin Choi 001; Xiang Ren 001 (EMNLP, 2024)

A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents. - Lingbo Mo; Zeyi Liao; Boyuan Zheng; Yu Su 001; Chaowei Xiao; Huan Sun 001 (CoRR, 2024)

AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs. - Zeyi Liao; Huan Sun 001 (CoRR, 2024)

Introducing v0.5 of the AI Safety Benchmark from MLCommons. - Bertie Vidgen; Adarsh Agrawal; Ahmed M. Ahmed 004; Victor Akinwande; Namir Al-Nuaimi; Najla Alfaraj; Elie Alhajjar; Lora Aroyo; Trupti Bavalatti; Borhane Blili-Hamelin; Kurt D. Bollacker; Rishi Bomassani; et al. (CoRR, 2024)

Joint Demonstration and Preference Learning Improves Policy Alignment with Human Feedback. - Chenliang Li; Siliang Zeng; Zeyi Liao; Jiaxiang Li; Dongyeop Kang; Alfredo García 001; Mingyi Hong 001 (CoRR, 2024)

AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents. - Chejian Xu; Mintong Kang; Jiawei Zhang 002; Zeyi Liao; Lingbo Mo; Mengqi Yuan; Huan Sun 001; Bo Li 026 (CoRR, 2024)

AmpleGCG-Plus: A Strong Generative Model of Adversarial Suffixes to Jailbreak LLMs with Higher Success Rates in Fewer Attempts. - Vishal Kumar; Zeyi Liao; Jaylen Jones; Huan Sun 001 (CoRR, 2024)

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. - Ziru Chen; Shijie Chen; Yuting Ning; Qianheng Zhang; Boshi Wang; Botao Yu; Yifei Li 005; Zeyi Liao; Chen Wei; Zitong Lu; Vishal Dey; Mingyi Xue 001; et al. (ICLR, 2025)

Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment. - Chenliang Li; Siliang Zeng; Zeyi Liao; Jiaxiang Li; Dongyeop Kang; Alfredo García 001; Mingyi Hong 001 (ICLR, 2025)

Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. - Zeyi Liao; Lingbo Mo; Chejian Xu; Mintong Kang; Jiawei Zhang 002; Chaowei Xiao; Yuan Tian; Bo Li 026; Huan Sun 001 (ICLR, 2025)

RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments. - Zeyi Liao; Jaylen Jones; Linxi Jiang; Eric Fosler-Lussier; Yu Su 001; Zhiqiang Lin; Huan Sun 001 (CoRR, 2025)

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge. - Boyu Gou; Zanming Huang; Yuting Ning; Yu Gu 016; Michael Lin; Weijian Qi; Andrei Kopanev; Botao Yu; Bernal Jiménez Gutiérrez; Yiheng Shu; Chan Hee Song; Jiaman Wu; et al. (CoRR, 2025)

WebGuard: Building a Generalizable Guardrail for Web Agents. - Boyuan Zheng; Zeyi Liao; Scott Salisbury; Zeyuan Liu; Michael Lin; Qinyuan Zheng; Zifan Wang 001; Xiang Deng 001; Dawn Song; Huan Sun 001; Yu Su 001 (CoRR, 2025)