All Stories

  1. Atomic Intent Reasoning: Bringing LLM Semantics to Industrial Cross-Domain Recommendations

    Article • August 2026, ACM (Association for Computing Machinery)

    Qing Li

  2. Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation

    Article • August 2026, ACM (Association for Computing Machinery)

    Qing Li

  3. ClinicalAgents: Multi-Agent Orchestration for Clinical Decision Making with Dual-Memory

    Article • August 2026, ACM (Association for Computing Machinery)

    Yubo Wang, Qing Li

  4. Social Relation Meets Recommendation: Augmentation and Alignment

    Article • November 2025, ACM (Association for Computing Machinery)

    Qing Li

  5. ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments

    Article • October 2025, ACM (Association for Computing Machinery)

    Qing Li

  6. Graph Machine Learning in the Era of Large Language Models (LLMs)

    Article • ACM Transactions on Intelligent Systems and Technology, August 2025, ACM (Association for Computing Machinery)

    Qing Li

  7. HiBench: Benchmarking LLMs Capability on Hierarchical Structure Reasoning

    Article • August 2025, ACM (Association for Computing Machinery)

    Qing Li

  8. Athena: An Effective Learning-based Framework for Query Optimizer Performance Improvement

    Article • Proceedings of the ACM on Management of Data, June 2025, ACM (Association for Computing Machinery)

    Qing Li

  9. Leveraging ChatGPT to Empower Training-free Dataset Condensation for Content-based Recommendation

    Article • May 2025, ACM (Association for Computing Machinery)

    Qing Li, Shengcai Liu, Hengchang Hu

  10. Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li

  11. Learning to Correction: Explainable Feedback Generation for Visual Commonsense Reasoning Distractor

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li

  12. Deconfounded Emotion Guidance Sticker Selection with Causal Inference

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li

  13. MaterialSeg3D: Segmenting Dense Materials from 2D Priors for 3D Assets

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li

  14. Generative Active Learning for Image Synthesis Personalization

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li

  15. A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li

  16. Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs

    Article • October 2024, ACM (Association for Computing Machinery)

    Qing Li, ZHIHAO DING

  17. Efficient and Robust Regularized Federated Recommendation

    Article • October 2024, ACM (Association for Computing Machinery)

    Langming Liu, Qing Li

  18. Multi-agent Attacks for Black-box Social Recommendations

    Article • ACM Transactions on Information Systems, October 2024, ACM (Association for Computing Machinery)

    Qing Li

  19. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

    Article • August 2024, ACM (Association for Computing Machinery)

    Qing Li

  20. Fast Graph Condensation with Structure-based Neural Tangent Kernel

    Article • May 2024, ACM (Association for Computing Machinery)

    Qing Li

  21. FashionReGen: LLM-Empowered Fashion Report Generation

    Article • May 2024, ACM (Association for Computing Machinery)

    Qing Li

  22. Large Language Models for Graph Learning

    Article • May 2024, ACM (Association for Computing Machinery)

    Qing Li

  23. Deconfounded Visual Question Generation with Causal Inference

    Article • October 2023, ACM (Association for Computing Machinery)

    Qing Li

  24. LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems

    Article • July 2023, ACM (Association for Computing Machinery)

    Qing Li, Langming Liu

  25. Fairly Adaptive Negative Sampling for Recommendations

    Article • April 2023, ACM (Association for Computing Machinery)

    Qing Li

  26. Visual Paraphrase Generation with Key Information Retained

    Article • ACM Transactions on Multimedia Computing Communications and Applications, February 2023, ACM (Association for Computing Machinery)

    Qing Li

  27. Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability

    Article • October 2022, ACM (Association for Computing Machinery)

    Qing Li

  28. Knowledge-enhanced Black-box Attacks for Recommendations

    Article • August 2022, ACM (Association for Computing Machinery)

    Guanghui Zhu, Qing Li

  29. A Label Extension Schema for Improved Text Emotion Classification

    Article • December 2021, ACM (Association for Computing Machinery)

    Qing Li

  30. Multi-branch Semantic Learning Network for Text-to-Image Synthesis

    Article • December 2021, ACM (Association for Computing Machinery)

    Qing Li

  31. Adversarial Learning with Mask Reconstruction for Text-Guided Image Inpainting

    Article • October 2021, ACM (Association for Computing Machinery)

    Qing Li

  32. Scene Graph with 3D Information for Change Captioning

    Article • October 2021, ACM (Association for Computing Machinery)

    Qing Li

  33. Hierarchical Visual-aware Minimax Ranking Based on Co-purchase Data for Personalized Recommendation

    Article • April 2020, ACM (Association for Computing Machinery)

    Qing Li

  34. Learning Shared Semantic Space with Correlation Alignment for Cross-Modal Event Retrieval

    Article • ACM Transactions on Multimedia Computing Communications and Applications, April 2020, ACM (Association for Computing Machinery)

    Qing Li

  35. Cross-domain Beauty Item Retrieval via Unsupervised Embedding Learning

    Article • October 2019, ACM (Association for Computing Machinery)

    Qing Li

  36. Deep social collaborative filtering

    Article • September 2019, ACM (Association for Computing Machinery)

    Qing Li

  37. EAN

    Article • June 2019, ACM (Association for Computing Machinery)

    Qing Li, Joshua Huang

  38. Deep Semantic Space with Intra-class Low-rank Constraint for Cross-modal Retrieval

    Article • June 2019, ACM (Association for Computing Machinery)

    Qing Li

  39. Learning from Multi-annotator Data

    Article • ACM Transactions on Information Systems, March 2019, ACM (Association for Computing Machinery)

    Qing Li