Yan Liu

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

23 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7055-9518 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×5 SIGKDD ×5 ICLR ×3 WWW ×3 AAAI ×2 ICML ×2 NeurIPS ×2 EMNLP ×1

Frequent coauthors

Defu Cao

×5

Shihan Dou

×5

Tao Gui

×5

Qi Zhang

×5

Xuanjing Huang

×5

Enyu Zhou

×3

Limao Xiong

×3

Rui Zheng

×3

Xiangliang Zhang

×2

Yue Zhao

×2

Aidong Zhang

×2

Vipin Kumar

×2

Papers

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, KDD 2026, Jeju Island, Korea, August 9-13, 2026
SIGKDD 2026 ·
Srinivasan Parthasarathy
,
David F. Gleich
,
Xiangliang Zhang
,
Wee Hyong Tok
,
Faisal Farooq
,
Qi He
,
Ambuj K. Singh
,
Haixun Wang
, Yan Liu
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
A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
ICLR 2025 ·
Can Rong
,
Jingtao Ding
, Yan Liu,
Yong Li
AI and Science Day
SIGKDD 2025 ·
Aidong Zhang
,
Vipin Kumar
, Yan Liu
AI for Supply Chain: Today and Future
SIGKDD 2025 ·
Ranak Roy Chowdhury
, Yan Liu,
Huiming Qu
,
Qingsong Wen
,
Chen-Yu Lee
,
Narendra Agrawal
,
Alexis Roos
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning
AAAI 2025 ·
Shihan Dou
, Yan Liu,
Enyu Zhou
,
Songyang Gao
,
Tianlong Li
,
Limao Xiong
,
Xin Zhao
,
Haoxiang Jia
,
Junjie Ye
,
Rui Zheng
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
NeurIPS 2025 ·
Shihan Dou
,
Ming Zhang
,
Chenhao Huang
,
Jiayi Chen
,
Feng Chen
,
Shichun Liu
, Yan Liu,
Chenxiao Liu
,
Cheng Zhong
,
Zongzhang Zhang
,
Tao Gui
,
Chao Xin
,
Wei Chengzhi
,
Lin Yan
,
Qi Zhang
,
Xuanjing Huang
KDD 2025 Panel on AI for Science
SIGKDD 2025 ·
Vipin Kumar
, Yan Liu,
Aidong Zhang
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
ACL 2025 ·
Shihan Dou
,
Jiayi Chen
,
Chenhao Huang
,
Feng Chen
,
Wei Chengzhi
,
Huiyuan Zheng
,
Shichun Liu
, Yan Liu,
Chenxiao Liu
,
Chao Xin
,
Lin Yan
,
Zongzhang Zhang
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances
SIGKDD 2025 ·
Wei Jin
,
Lu Cheng
,
Wenpeng Yin
,
Xianfeng Tang
,
Qingsong Wen
,
Danai Koutra
,
B. Aditya Prakash
, Yan Liu
The AI Revolution in Time Series: Challenges and Opportunites
WWW 2025 · Yan Liu
Workshop on Sustainable AI for the Future Web
WWW 2025 ·
Chang Xu
,
Yunke Wang
,
Jianyuan Guo
,
Daochang Liu
,
Minjing Dong
,
Yasmeen M. George
,
Johan Barthelemy
, Yan Liu,
Ling Chen
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
NeurIPS 2024 ·
Sam Griesemer
,
Defu Cao
,
Zijun Cui
,
Carolina Osorio
, Yan Liu
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
ICML 2024 ·
Qiang Huang
,
Chuizheng Meng
,
Defu Cao
,
Biwei Huang
,
Yi Chang
, Yan Liu
GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting
AAAI 2024 ·
Furong Jia
,
Kevin Wang
,
Yixiang Zheng
,
Defu Cao
, Yan Liu
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
ACL 2024 ·
Shihan Dou
,
Enyu Zhou
, Yan Liu,
Songyang Gao
,
Wei Shen
,
Limao Xiong
,
Yuhao Zhou
,
Xiao Wang
,
Zhiheng Xi
,
Xiaoran Fan
,
Shiliang Pu
,
Jiang Zhu
,
Rui Zheng
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
EMNLP 2024 ·
Shitong Duan
,
Xiaoyuan Yi
,
Peng Zhang
, Yan Liu,
Zheng Liu
,
Tun Lu
,
Xing Xie
,
Ning Gu
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
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
ACL 2024 ·
Shihan Dou
, Yan Liu,
Haoxiang Jia
,
Enyu Zhou
,
Limao Xiong
,
Junjie Shan
,
Caishuang Huang
,
Xiao Wang
,
Xiaoran Fan
,
Zhiheng Xi
,
Yuhao Zhou
,
Tao Ji
,
Rui Zheng
,
Qi Zhang
,
Tao Gui
,
Xuanjing Huang
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
ICLR 2024 ·
Defu Cao
,
Furong Jia
,
Sercan Ö. Arik
,
Tomas Pfister
,
Yixiang Zheng
,
Wen Ye
, Yan Liu
TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents
ACL 2024 ·
James Enouen
,
Hootan Nakhost
,
Sayna Ebrahimi
,
Sercan Ö. Arik
, Yan Liu,
Tomas Pfister
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
ICLR 2024 · Yan Liu,
Yu Liu
,
Xiaokang Chen
,
Pin-Yu Chen
,
Daoguang Zan
,
Min-Yen Kan
,
Tsung-Yi Ho
Toward Mitigating Misinformation and Social Media Manipulation in LLM Era
WWW 2024 ·
Yizhou Zhang
,
Karishma Sharma
,
Lun Du
, Yan Liu