PPaperPicks

Yue Zhao

University of Southern California, Department of Computer Science, CA, USA

24 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3401-4921 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×4AAAI ×2CVPR ×2EMNLP ×2ICML ×2NeurIPS ×2SIGKDD ×2WWW ×2EACL ×1ECML-PKDD ×1ICCV ×1ICDM ×1ICLR ×1NAACL ×1

Frequent coauthors

Tiankai Yang
×6
Yi Nian
×5
Xiyang Hu
×5
Yushun Dong
×5
Li Li
×4
Zhengzhong Tu
×4
Ryan A. Rossi
×4
Kaize Ding
×3
Yuangang Li
×3
Jiaqi Li
×3
Zhuo Xiao
×3
Shawn Li
×3

Papers

  1. A Survey on LLM-based Conversational User Simulation
    EACL 2026 ·
    Bo Ni
    ,
    Yu Wang
    ,
    Leyao Wang
    ,
    Branislav Kveton
    ,
    Franck Dernoncourt
    ,
    Yu Xia
    ,
    Hongjie Chen
    ,
    Reuben Luera
    ,
    Samyadeep Basu
    ,
    Subhojyoti Mukherjee
    ,
    Puneet Mathur
    ,
    Nesreen K. Ahmed
    ,
    Junda Wu
    ,
    Li Li
    ,
    Huixin Zhang
    ,
    Ruiyi Zhang
    ,
    Tong Yu
    ,
    Sungchul Kim
    ,
    Jiuxiang Gu
    ,
    Zhengzhong Tu
    ,
    Alexa F. Siu
    ,
    Zichao Wang
    ,
    Seunghyun Yoon
    ,
    Nedim Lipka
    ,
    Namyong Park
    ,
    Zihao Lin
    ,
    Trung Bui
    , Yue Zhao,
    Tyler Derr
    ,
    Ryan A. Rossi
  2. Can Multimodal LLMs Perform Time Series Anomaly Detection?
    WWW 2026 ·
    Xiongxiao Xu
    ,
    Haoran Wang
    ,
    Yueqing Liang
    ,
    Philip S. Yu
    , Yue Zhao,
    Kai Shu
  3. CoAct: Co-Active LLM Preference Learning with Human-AI Synergy
    ACL 2026 ·
    Ruiyao Xu
    ,
    Mihir Parmar
    ,
    Tiankai Yang
    ,
    Zhengyu Hu
    , Yue Zhao,
    Kaize Ding
  4. Mitigating Hallucinations in Large Language Models via Causal Reasoning
    AAAI 2026 ·
    Yuangang Li
    ,
    Yiqing Shen
    ,
    Yi Nian
    ,
    Jiechao Gao
    ,
    Ziyi Wang
    ,
    Chenxiao Yu
    ,
    Li Li
    ,
    Jie Wang
    ,
    Xiyang Hu
    , Yue Zhao
  5. Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs
    ACL 2026 ·
    Jinbo Liu
    ,
    Defu Cao
    ,
    Yifei Wei
    ,
    Tianyao Su
    ,
    Yuan Liang
    ,
    Yushun Dong
    ,
    Yan Liu
    , Yue Zhao,
    Xiyang Hu
  6. A Survey on Model Extraction Attacks and Defenses for Large Language Models
    SIGKDD 2025 ·
    Kaixiang Zhao
    ,
    Lincan Li
    ,
    Kaize Ding
    ,
    Neil Zhenqiang Gong
    , Yue Zhao,
    Yushun Dong
  7. AD-LLM: Benchmarking Large Language Models for Anomaly Detection
    ACL 2025 ·
    Tiankai Yang
    ,
    Yi Nian
    ,
    Li Li
    ,
    Ruiyao Xu
    ,
    Yuangang Li
    ,
    Jiaqi Li
    ,
    Zhuo Xiao
    ,
    Xiyang Hu
    ,
    Ryan A. Rossi
    ,
    Kaize Ding
    ,
    Xia Hu
    , Yue Zhao
  8. DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection
    CVPR 2025 ·
    Shawn Li
    ,
    Huixian Gong
    ,
    Hao Dong
    ,
    Tiankai Yang
    ,
    Zhengzhong Tu
    , Yue Zhao
  9. DyFlow: Dynamic Workflow Framework for Agentic Reasoning
    NeurIPS 2025 ·
    Yanbo Wang
    ,
    Zixiang Xu
    ,
    Yue Huang
    ,
    Xiangqi Wang
    ,
    Zirui Song
    ,
    Lang Gao
    ,
    Chenxi Wang
    ,
    Robert Tang
    , Yue Zhao,
    Arman Cohan
    ,
    Xiangliang Zhang
    ,
    Xiuying Chen
  10. Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing
    CVPR 2025 ·
    Hanhui Wang
    ,
    Yihua Zhang
    ,
    Ruizheng Bai
    , Yue Zhao,
    Sijia Liu
    ,
    Zhengzhong Tu
  11. Few-Shot Graph Out-of-Distribution Detection with LLMs
    ECML-PKDD 2025 ·
    Haoyan Xu
    ,
    Zhengtao Yao
    ,
    Yushun Dong
    ,
    Ziyi Wang
    ,
    Ryan A. Rossi
    ,
    Mengyuan Li
    , Yue Zhao
  12. From Selection to Generation: A Survey of LLM-based Active Learning
    ACL 2025 ·
    Yu Xia
    ,
    Subhojyoti Mukherjee
    ,
    Zhouhang Xie
    ,
    Junda Wu
    ,
    Xintong Li
    ,
    Ryan Aponte
    ,
    Hanjia Lyu
    ,
    Joe Barrow
    ,
    Hongjie Chen
    ,
    Franck Dernoncourt
    ,
    Branislav Kveton
    ,
    Tong Yu
    ,
    Ruiyi Zhang
    ,
    Jiuxiang Gu
    ,
    Nesreen K. Ahmed
    ,
    Yu Wang
    ,
    Xiang Chen
    ,
    Hanieh Deilamsalehy
    ,
    Sungchul Kim
    ,
    Zhengmian Hu
    , Yue Zhao,
    Nedim Lipka
    ,
    Seunghyun Yoon
    ,
    Ting-Hao 'Kenneth' Huang
    ,
    Zichao Wang
    ,
    Puneet Mathur
    ,
    Soumyabrata Pal
    ,
    Koyel Mukherjee
    ,
    Zhehao Zhang
    ,
    Namyong Park
    ,
    Thien Huu Nguyen
    ,
    Jiebo Luo
    ,
    Ryan A. Rossi
    ,
    Julian J. McAuley
  13. MetaOOD: Automatic Selection of OOD Detection Models
    ICLR 2025 ·
    Yuehan Qin
    ,
    Yichi Zhang
    ,
    Yi Nian
    ,
    Xueying Ding
    , Yue Zhao
  14. NLP-ADBench: NLP Anomaly Detection Benchmark
    EMNLP 2025 ·
    Yuangang Li
    ,
    Jiaqi Li
    ,
    Zhuo Xiao
    ,
    Tiankai Yang
    ,
    Yi Nian
    ,
    Xiyang Hu
    , Yue Zhao
  15. Navigating Between Explainability and Extractability in Machine Learning as a Service
    ICDM 2025 ·
    Ojas Nimase
    , Yue Zhao,
    Yushun Dong
  16. PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection
    WWW 2025 ·
    Sihan Chen
    ,
    Zhuangzhuang Qian
    ,
    Wingchun Siu
    ,
    Xingcan Hu
    ,
    Jiaqi Li
    ,
    Shawn Li
    ,
    Yuehan Qin
    ,
    Tiankai Yang
    ,
    Zhuo Xiao
    ,
    Wanghao Ye
    ,
    Yichi Zhang
    ,
    Yushun Dong
    , Yue Zhao
  17. Secure On-Device Video OOD Detection without Backpropagation
    ICCV 2025 ·
    Shawn Li
    ,
    Peilin Cai
    ,
    Yuxiao Zhou
    ,
    Zhiyu Ni
    ,
    Renjie Liang
    ,
    You Qin
    ,
    Yi Nian
    ,
    Zhengzhong Tu
    ,
    Xiyang Hu
    , Yue Zhao
  18. TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models
    NAACL 2025 ·
    Yanbo Wang
    ,
    Jiayi Ye
    ,
    Siyuan Wu
    ,
    Chujie Gao
    ,
    Yue Huang
    ,
    Xiuying Chen
    , Yue Zhao,
    Xiangliang Zhang
  19. Treble Counterfactual VLMs: A Causal Approach to Hallucination
    EMNLP 2025 ·
    Li Li
    ,
    Jiashu Qu
    ,
    Linxin Song
    ,
    Yuxiao Zhou
    ,
    Yuehan Qin
    ,
    Tiankai Yang
    , Yue Zhao
  20. Fast Unsupervised Deep Outlier Model Selection with Hypernetworks
    SIGKDD 2024 ·
    Xueying Ding
    , Yue Zhao,
    Leman Akoglu
  21. MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
    NeurIPS 2024 ·
    Hao Dong
    , Yue Zhao,
    Eleni N. Chatzi
    ,
    Olga Fink
  22. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    , Yue Zhao
  23. Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
    ICML 2024 ·
    Songtao Liu
    ,
    Hanjun Dai
    , Yue Zhao,
    Peng Liu
  24. Towards Reproducible, Automated, and Scalable Anomaly Detection
    AAAI 2024 · Yue Zhao