PPaperPicks

Huan Liu

Arizona State University, School of Computing, Informatics, and Decision Systems Engineering, Tempe, AZ, USA

52 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3264-7904 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×8CIKM ×7WSDM ×6ACL ×5EMNLP ×5SIGKDD ×5IJCAI ×4WWW ×4SDM ×3CVPR ×2ECCV ×1NAACL ×1SIGIR ×1

Frequent coauthors

Zhen Tan
×19
Tianlong Chen
×11
Jundong Li
×9
Dawei Li
×8
K. Selçuk Candan
×7
Paras Sheth
×7
Chengshuai Zhao
×6
Song Wang
×6
Bohan Jiang
×6
Shu Wan
×5
Kaize Ding
×5
Ahmet Kapkiç
×4

Papers

  1. CausalBench+: Causal-Informed Machine Learning Benchmarking
    WSDM 2026 ·
    Ahmet Kapkiç
    ,
    Pratanu Mandal
    ,
    Abhinav Gorantla
    ,
    Shu Wan
    ,
    Ertugrul Çoban
    , Huan Liu,
    K. Selcuk Candan
  2. Causality Guided Representation Learning for Cross-Style Hate Speech Detection
    WWW 2026 ·
    Chengshuai Zhao
    ,
    Shu Wan
    ,
    Paras Sheth
    ,
    Karan Patwa
    ,
    K. Selçuk Candan
    , Huan Liu
  3. Cross-Domain Fake News Detection on Unseen Domains via LLM-Based Domain-Aware User Modeling
    WWW 2026 ·
    Xuankai Yang
    ,
    Yan Wang
    ,
    Jiajie Zhu
    ,
    Pengfei Ding
    ,
    Hongyang Liu
    ,
    Xiuzhen Zhang
    , Huan Liu
  4. Explaining the 'Unexplainable' Large Language Models
    WSDM 2026 ·
    Zhen Tan
    ,
    Song Wang
    ,
    Tianlong Chen
    ,
    Jing Ma
    ,
    Jundong Li
    , Huan Liu
  5. Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
    ACL 2026 ·
    Chengshuai Zhao
    ,
    Zhen Tan
    ,
    Pingchuan Ma
    ,
    Dawei Li
    ,
    Bohan Jiang
    ,
    Yancheng Wang
    ,
    Yingzhen Yang
    , Huan Liu
  6. Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
    AAAI 2026 ·
    Baixiang Huang
    ,
    Zhen Tan
    ,
    Haoran Wang
    ,
    Zijie Liu
    ,
    Dawei Li
    ,
    Ali Payani
    , Huan Liu,
    Tianlong Chen
    ,
    Kai Shu
  7. On Causal and Anticausal LLM-based Data Synthesis
    WSDM 2026 ·
    Bohan Jiang
    ,
    Pingchuan Ma
    ,
    Zhuoyu Shi
    ,
    Fred Morstatter
    ,
    Adrienne Raglin
    , Huan Liu
  8. RAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking
    AAAI 2026 ·
    Yehan Sun
    ,
    Rongrong Ni
    ,
    Chuangchuang Tan
    , Huan Liu,
    Wenhao Ni
    ,
    Renshuai Tao
    ,
    Yao Zhao
  9. Report on the Workshop on Benchmarking Causal Models (CausalBench) 2026
    WSDM 2026 ·
    K. Selçuk Candan
    ,
    Ruocheng Guo
    , Huan Liu,
    Paras Sheth
  10. ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
    ACL 2026 ·
    Dawei Li
    ,
    Yuguang Yao
    ,
    Zhen Tan
    , Huan Liu,
    Ruocheng Guo
  11. Workshop on Benchmarking Causal Models (CausalBench)
    WSDM 2026 ·
    K. Selcuk Candan
    , Huan Liu,
    Ruocheng Guo
    ,
    Paras Sheth
  12. AI4DE: The 1st International Workshop on AI for Data Editing
    SIGKDD 2025 ·
    Yanjie Fu
    ,
    Kunpeng Liu
    ,
    Dongjie Wang
    ,
    Xiangliang Zhang
    ,
    Khalid K. Osman
    ,
    Charu Aggarwal
    ,
    Suzanne M. Shontz
    , Huan Liu,
    Jian Pei
  13. An Interventional Approach to Real-Time Disaster Assessment via Causal Attribution
    CIKM 2025 ·
    Saketh Vishnubhatla
    ,
    Alimohammad Beigi
    ,
    Rui Heng Foo
    ,
    Umang Goel
    ,
    Ujun Jeong
    ,
    Bohan Jiang
    ,
    Adrienne Raglin
    , Huan Liu
  14. Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark
    CIKM 2025 ·
    Zhenhui Ou
    ,
    Dawei Li
    ,
    Zhen Tan
    ,
    Wenlin Li
    , Huan Liu,
    Siyuan Song
  15. C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection
    AAAI 2025 ·
    Chuangchuang Tan
    ,
    Renshuai Tao
    , Huan Liu,
    Guanghua Gu
    ,
    Baoyuan Wu
    ,
    Yao Zhao
    ,
    Yunchao Wei
  16. CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible Benchmarking
    CIKM 2025 ·
    Ahmet Kapkiç
    ,
    Pratanu Mandal
    ,
    Abhinav Gorantla
    ,
    Shu Wan
    ,
    Ertugrul Çoban
    ,
    Paras Sheth
    , Huan Liu,
    K. Selçuk Candan
  17. CausalBench: Causal Learning Research Streamlined
    SIGKDD 2025 ·
    Ahmet Kapkiç
    ,
    Pratanu Mandal
    ,
    Abhinav Gorantla
    ,
    Shu Wan
    ,
    Ertugrul Çoban
    ,
    Paras Sheth
    , Huan Liu,
    K. Selçuk Candan
  18. CyberBOT: Ontology-Grounded Retrieval Augmented Generation for Reliable Cybersecurity Education
    CIKM 2025 ·
    Chengshuai Zhao
    ,
    Riccardo De Maria
    ,
    Tharindu Kumarage
    ,
    Kumar Satvik Chaudhary
    ,
    Garima Agrawal
    ,
    Yiwen Li
    ,
    Jongchan Park
    ,
    Ying-Chih Chen
    ,
    Yuli Deng
    , Huan Liu
  19. From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
    EMNLP 2025 ·
    Dawei Li
    ,
    Bohan Jiang
    ,
    Liangjie Huang
    ,
    Alimohammad Beigi
    ,
    Chengshuai Zhao
    ,
    Zhen Tan
    ,
    Amrita Bhattacharjee
    ,
    Yuxuan Jiang
    ,
    Canyu Chen
    ,
    Tianhao Wu
    ,
    Kai Shu
    ,
    Lu Cheng
    , Huan Liu
  20. Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
    CIKM 2025 ·
    Dawei Li
    ,
    Yue Huang
    ,
    Ming Li
    ,
    Tianyi Zhou
    ,
    Xiangliang Zhang
    , Huan Liu
  21. GraphRCG: Self-Conditioned Graph Generation
    CIKM 2025 ·
    Song Wang
    ,
    Zhen Tan
    ,
    Xinyu Zhao
    ,
    Tianlong Chen
    , Huan Liu,
    Jundong Li
  22. HGMP: Heterogeneous Graph Multi-Task Prompt Learning
    IJCAI 2025 ·
    Pengfei Jiao
    ,
    Jialong Ni
    ,
    Di Jin
    ,
    Xuan Guo
    , Huan Liu,
    Hongjiang Chen
    ,
    Yanxian Bi
  23. Heterogeneous Temporal Hypergraph Neural Network
    IJCAI 2025 · Huan Liu,
    Pengfei Jiao
    ,
    Mengzhou Gao
    ,
    Chaochao Chen
    ,
    Di Jin
  24. In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
    ACL 2025 ·
    Zhen Tan
    ,
    Jun Yan
    ,
    I-Hung Hsu
    ,
    Rujun Han
    ,
    Zifeng Wang
    ,
    Long T. Le
    ,
    Yiwen Song
    ,
    Yanfei Chen
    ,
    Hamid Palangi
    ,
    George Lee
    ,
    Anand Rajan Iyer
    ,
    Tianlong Chen
    , Huan Liu,
    Chen-Yu Lee
    ,
    Tomas Pfister
  25. Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract)
    IJCAI 2025 ·
    Zhen Tan
    ,
    Lu Cheng
    ,
    Song Wang
    ,
    Bo Yuan
    ,
    Jundong Li
    , Huan Liu
  26. ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks
    AAAI 2025 ·
    Renshuai Tao
    ,
    Manyi Le
    ,
    Chuangchuang Tan
    , Huan Liu,
    Haotong Qin
    ,
    Yao Zhao
  27. RelKD 2025: The Third International Workshop on Resource-Efficient Learning for Knowledge Discovery
    SIGKDD 2025 ·
    Chuxu Zhang
    ,
    Kaize Ding
    ,
    Jundong Li
    ,
    Dongkuan Xu
    ,
    Haoyu Wang
    ,
    Derek Zhiyuan Cheng
    , Huan Liu
  28. RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web
    WWW 2025 ·
    Chuxu Zhang
    ,
    Kaize Ding
    ,
    Jundong Li
    ,
    Dongkuan Xu
    ,
    Haoyu Wang
    ,
    Derek Zhiyuan Cheng
    , Huan Liu
  29. Resource-Efficient Learning for the Web
    WWW 2025 ·
    Chuxu Zhang
    ,
    Kaize Ding
    ,
    Jundong Li
    ,
    Dongkuan Xu
    ,
    Haoyu Wang
    ,
    Derek Zhiyuan Cheng
    , Huan Liu
  30. SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention
    ACL 2025 ·
    Chengshuai Zhao
    ,
    Zhen Tan
    ,
    Chau-Wai Wong
    ,
    Xinyan Zhao
    ,
    Tianlong Chen
    , Huan Liu
  31. Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach
    AAAI 2025 ·
    Zhen Tan
    ,
    Jie Peng
    ,
    Song Wang
    ,
    Lijie Hu
    ,
    Tianlong Chen
    , Huan Liu
  32. VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling
    IJCAI 2025 ·
    Sizhe Dang
    , Huan Liu,
    Mengmeng Wang
    ,
    Xin Lai
    ,
    Guang Dai
    ,
    Jingdong Wang
  33. Window Token Concatenation for Efficient Visual Large Language Models
    CVPR 2025 ·
    Yifan Li
    ,
    Wentao Bao
    ,
    Botao Ye
    ,
    Zhen Tan
    ,
    Tianlong Chen
    , Huan Liu,
    Yu Kong
  34. A Hierarchical and Disentangling Interest Learning Framework for Unbiased and True News Recommendation
    SIGKDD 2024 ·
    Shoujin Wang
    ,
    Wentao Wang
    ,
    Xiuzhen Zhang
    ,
    Yan Wang
    , Huan Liu,
    Fang Chen
  35. Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey
    NAACL 2024 ·
    Garima Agrawal
    ,
    Tharindu Kumarage
    ,
    Zeyad Alghamdi
    , Huan Liu
  36. Causality Guided Disentanglement for Cross-Platform Hate Speech Detection
    WSDM 2024 ·
    Paras Sheth
    ,
    Raha Moraffah
    ,
    Tharindu S. Kumarage
    ,
    Aman Chadha
    , Huan Liu
  37. CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs
    AAAI 2024 ·
    Garima Agrawal
    ,
    Kuntal Pal
    ,
    Yuli Deng
    , Huan Liu,
    Ying-Chih Chen
  38. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    EMNLP 2024 ·
    Dawei Li
    ,
    Shu Yang
    ,
    Zhen Tan
    ,
    Jae Young Baik
    ,
    Sukwon Yun
    ,
    Joseph Lee
    ,
    Aaron Chacko
    ,
    Bojian Hou
    ,
    Duy Duong-Tran
    ,
    Ying Ding
    , Huan Liu,
    Li Shen
    ,
    Tianlong Chen
  39. Defending Against Social Engineering Attacks in the Age of LLMs
    EMNLP 2024 ·
    Lin Ai
    ,
    Tharindu Kumarage
    ,
    Amrita Bhattacharjee
    ,
    Zizhou Liu
    ,
    Zheng Hui
    ,
    Michael Davinroy
    ,
    James Cook
    ,
    Laura Cassani
    ,
    Kirill Trapeznikov
    ,
    Matthias Kirchner
    ,
    Arslan Basharat
    ,
    Anthony Hoogs
    ,
    Joshua Garland
    , Huan Liu,
    Julia Hirschberg
  40. Disinformation Detection: An Evolving Challenge in the Age of LLMs
    SDM 2024 ·
    Bohan Jiang
    ,
    Zhen Tan
    ,
    Ayushi Nirmal
    , Huan Liu
  41. Facial Affective Behavior Analysis with Instruction Tuning
    ECCV 2024 ·
    Yifan Li
    ,
    Anh Dao
    ,
    Wentao Bao
    ,
    Zhen Tan
    ,
    Tianlong Chen
    , Huan Liu,
    Yu Kong
  42. Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
    EMNLP 2024 ·
    Zhen Tan
    ,
    Chengshuai Zhao
    ,
    Raha Moraffah
    ,
    Yifan Li
    ,
    Song Wang
    ,
    Jundong Li
    ,
    Tianlong Chen
    , Huan Liu
  43. Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning
    CIKM 2024 ·
    Ahmet Kapkiç
    ,
    Pratanu Mandal
    ,
    Shu Wan
    ,
    Paras Sheth
    ,
    Abhinav Gorantla
    ,
    Yoonhyuk Choi
    , Huan Liu,
    K. Selçuk Candan
  44. JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning
    ACL 2024 ·
    Anique Tahir
    ,
    Lu Cheng
    , Huan Liu
  45. Label Distribution Learning-Enhanced Dual-KNN for Text Classification
    SDM 2024 ·
    Bo Yuan
    ,
    Yulin Chen
    ,
    Zhen Tan
    ,
    Jinyan Wang
    , Huan Liu,
    Yin Zhang
  46. Large Language Models for Data Annotation and Synthesis: A Survey
    EMNLP 2024 ·
    Zhen Tan
    ,
    Dawei Li
    ,
    Song Wang
    ,
    Alimohammad Beigi
    ,
    Bohan Jiang
    ,
    Amrita Bhattacharjee
    ,
    Mansooreh Karami
    ,
    Jundong Li
    ,
    Lu Cheng
    , Huan Liu
  47. RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery
    SIGKDD 2024 ·
    Chuxu Zhang
    ,
    Dongkuan Xu
    ,
    Kaize Ding
    ,
    Jundong Li
    ,
    Mojan Javaheripi
    ,
    Subhabrata Mukherjee
    ,
    Nitesh V. Chawla
    , Huan Liu
  48. ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement
    SIGIR 2024 ·
    Saurabh Bhausaheb Zinjad
    ,
    Amrita Bhattacharjee
    ,
    Amey Bhilegaonkar
    , Huan Liu
  49. Rethinking the Up-Sampling Operations in CNN-Based Generative Network for Generalizable Deepfake Detection
    CVPR 2024 ·
    Chuangchuang Tan
    , Huan Liu,
    Yao Zhao
    ,
    Shikui Wei
    ,
    Guanghua Gu
    ,
    Ping Liu
    ,
    Yunchao Wei
  50. Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention
    AAAI 2024 ·
    Zhen Tan
    ,
    Tianlong Chen
    ,
    Zhenyu Zhang
    , Huan Liu
  51. Sterling: Synergistic Representation Learning on Bipartite Graphs
    AAAI 2024 ·
    Baoyu Jing
    ,
    Yuchen Yan
    ,
    Kaize Ding
    ,
    Chanyoung Park
    ,
    Yada Zhu
    , Huan Liu,
    Hanghang Tong
  52. User Migration across Multiple Social Media Platforms
    SDM 2024 ·
    Ujun Jeong
    ,
    Ayushi Nirmal
    ,
    Kritshekhar Jha
    ,
    Xu Tang
    ,
    H. Russell Bernard
    , Huan Liu