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
DBLP profile ↗ORCID search ↗
×7
Ahmet Kapkiç
DBLP profile ↗ORCID search ↗
×4
Chengshuai Zhao
DBLP profile ↗ORCID search ↗
×4
Dawei Li
DBLP profile ↗ORCID search ↗
×4
Chuxu Zhang
DBLP profile ↗ORCID search ↗
×4
Bohan Jiang
DBLP profile ↗ORCID search ↗
×2
K. Selcuk Candan
DBLP profile ↗ORCID search ↗
×2
Chuangchuang Tan
DBLP profile ↗ORCID search ↗
×2
Yifan Li
DBLP profile ↗ORCID search ↗
×2
Garima Agrawal
DBLP profile ↗ORCID search ↗
×2
Xuankai Yang
DBLP profile ↗ORCID search ↗
×1
Baixiang Huang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. CausalBench+: Causal-Informed Machine Learning Benchmarking
    WSDM 2026 ·
    Ahmet Kapkiç
    DBLP profile ↗ORCID search ↗
  2. Causality Guided Representation Learning for Cross-Style Hate Speech Detection
    WWW 2026 ·
    Chengshuai Zhao
    DBLP profile ↗ORCID search ↗
  3. Cross-Domain Fake News Detection on Unseen Domains via LLM-Based Domain-Aware User Modeling
    WWW 2026 ·
    Xuankai Yang
    DBLP profile ↗ORCID search ↗
  4. Explaining the 'Unexplainable' Large Language Models
    WSDM 2026 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  5. Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
    ACL 2026 ·
    Chengshuai Zhao
    DBLP profile ↗ORCID search ↗
  6. Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
    AAAI 2026 ·
    Baixiang Huang
    DBLP profile ↗ORCID search ↗
  7. On Causal and Anticausal LLM-based Data Synthesis
    WSDM 2026 ·
    Bohan Jiang
    DBLP profile ↗ORCID search ↗
  8. RAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking
    AAAI 2026 ·
    Yehan Sun
    DBLP profile ↗ORCID search ↗
  9. Report on the Workshop on Benchmarking Causal Models (CausalBench) 2026
    WSDM 2026 ·
    K. Selçuk Candan
    DBLP profile ↗ORCID search ↗
  10. ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
    ACL 2026 ·
    Dawei Li
    DBLP profile ↗ORCID search ↗
  11. Workshop on Benchmarking Causal Models (CausalBench)
    WSDM 2026 ·
    K. Selcuk Candan
    DBLP profile ↗ORCID search ↗
  12. AI4DE: The 1st International Workshop on AI for Data Editing
    SIGKDD 2025 ·
    Yanjie Fu
    DBLP profile ↗ORCID search ↗
  13. An Interventional Approach to Real-Time Disaster Assessment via Causal Attribution
    CIKM 2025 ·
    Saketh Vishnubhatla
    DBLP profile ↗ORCID search ↗
  14. Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark
    CIKM 2025 ·
    Zhenhui Ou
    DBLP profile ↗ORCID search ↗
  15. C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection
    AAAI 2025 ·
    Chuangchuang Tan
    DBLP profile ↗ORCID search ↗
  16. CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible Benchmarking
    CIKM 2025 ·
    Ahmet Kapkiç
    DBLP profile ↗ORCID search ↗
  17. CausalBench: Causal Learning Research Streamlined
    SIGKDD 2025 ·
    Ahmet Kapkiç
    DBLP profile ↗ORCID search ↗
  18. CyberBOT: Ontology-Grounded Retrieval Augmented Generation for Reliable Cybersecurity Education
    CIKM 2025 ·
    Chengshuai Zhao
    DBLP profile ↗ORCID search ↗
  19. From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
    EMNLP 2025 ·
    Dawei Li
    DBLP profile ↗ORCID search ↗
  20. Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
    CIKM 2025 ·
    Dawei Li
    DBLP profile ↗ORCID search ↗
  21. GraphRCG: Self-Conditioned Graph Generation
    CIKM 2025 ·
    Song Wang
    DBLP profile ↗ORCID search ↗
  22. HGMP: Heterogeneous Graph Multi-Task Prompt Learning
    IJCAI 2025 ·
    Pengfei Jiao
    DBLP profile ↗ORCID search ↗
  23. Heterogeneous Temporal Hypergraph Neural Network
    IJCAI 2025 · Huan Liu
  24. In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
    ACL 2025 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  25. Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract)
    IJCAI 2025 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  26. ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks
    AAAI 2025 ·
    Renshuai Tao
    DBLP profile ↗ORCID search ↗
  27. RelKD 2025: The Third International Workshop on Resource-Efficient Learning for Knowledge Discovery
    SIGKDD 2025 ·
    Chuxu Zhang
    DBLP profile ↗ORCID search ↗
  28. RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web
    WWW 2025 ·
    Chuxu Zhang
    DBLP profile ↗ORCID search ↗
  29. Resource-Efficient Learning for the Web
    WWW 2025 ·
    Chuxu Zhang
    DBLP profile ↗ORCID search ↗
  30. SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention
    ACL 2025 ·
    Chengshuai Zhao
    DBLP profile ↗ORCID search ↗
  31. Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach
    AAAI 2025 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  32. VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling
    IJCAI 2025 ·
    Sizhe Dang
    DBLP profile ↗ORCID search ↗
  33. Window Token Concatenation for Efficient Visual Large Language Models
    CVPR 2025 ·
    Yifan Li
    DBLP profile ↗ORCID search ↗
  34. A Hierarchical and Disentangling Interest Learning Framework for Unbiased and True News Recommendation
    SIGKDD 2024 ·
    Shoujin Wang
    DBLP profile ↗ORCID search ↗
  35. Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey
    NAACL 2024 ·
    Garima Agrawal
    DBLP profile ↗ORCID search ↗
  36. Causality Guided Disentanglement for Cross-Platform Hate Speech Detection
    WSDM 2024 ·
    Paras Sheth
    DBLP profile ↗ORCID search ↗
  37. CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs
    AAAI 2024 ·
    Garima Agrawal
    DBLP profile ↗ORCID search ↗
  38. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    EMNLP 2024 ·
    Dawei Li
    DBLP profile ↗ORCID search ↗
  39. Defending Against Social Engineering Attacks in the Age of LLMs
    EMNLP 2024 ·
    Lin Ai
    DBLP profile ↗ORCID search ↗
  40. Disinformation Detection: An Evolving Challenge in the Age of LLMs
    SDM 2024 ·
    Bohan Jiang
    DBLP profile ↗ORCID search ↗
  41. Facial Affective Behavior Analysis with Instruction Tuning
    ECCV 2024 ·
    Yifan Li
    DBLP profile ↗ORCID search ↗
  42. Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
    EMNLP 2024 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  43. Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning
    CIKM 2024 ·
    Ahmet Kapkiç
    DBLP profile ↗ORCID search ↗
  44. JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning
    ACL 2024 ·
    Anique Tahir
    DBLP profile ↗ORCID search ↗
  45. Label Distribution Learning-Enhanced Dual-KNN for Text Classification
    SDM 2024 ·
    Bo Yuan
    DBLP profile ↗ORCID search ↗
  46. Large Language Models for Data Annotation and Synthesis: A Survey
    EMNLP 2024 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  47. RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery
    SIGKDD 2024 ·
    Chuxu Zhang
    DBLP profile ↗ORCID search ↗
  48. ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement
    SIGIR 2024 ·
    Saurabh Bhausaheb Zinjad
    DBLP profile ↗ORCID search ↗
  49. Rethinking the Up-Sampling Operations in CNN-Based Generative Network for Generalizable Deepfake Detection
    CVPR 2024 ·
    Chuangchuang Tan
    DBLP profile ↗ORCID search ↗
  50. Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention
    AAAI 2024 ·
    Zhen Tan
    DBLP profile ↗ORCID search ↗
  51. Sterling: Synergistic Representation Learning on Bipartite Graphs
    AAAI 2024 ·
    Baoyu Jing
    DBLP profile ↗ORCID search ↗
  52. User Migration across Multiple Social Media Platforms
    SDM 2024 ·
    Ujun Jeong
    DBLP profile ↗ORCID search ↗