PPaperPicks

Qing Li

Hong Kong Polytechnic University, Department of Computing, Hong Kong

75 papers at tracked venues · 62 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Continuous-time Discrete-space Diffusion Model for Recommendation
  2. Damba-ST: Domain-Adaptive Mamba for Efficient Urban Spatio-Temporal Prediction
  3. Datamart-Agent: LLM-Driven Game-Theoretic Agent for Data Marketplace Modeling
  4. Inductive Subgraphs as Shortcuts: Causal Disentanglement for Heterophilic Graph Learning
  5. Knapsack Optimization-Based Schema Linking for LLM-Based Text-to-SQL Generation
  6. Orchestration-Free Customer Service Automation: A Privacy-Preserving and Flowchart-Guided Framework
  7. ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
  8. Suicide Risk Prediction via Comment-Influenced Mental State Trajectories
  9. TAPE: A Temporal Graph-Based Memory System for Personal LLM Agents
  10. Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
  11. When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents
  12. mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA
  13. A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
  14. A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions
  15. Athena: An Effective Learning-based Framework for Query Optimizer Performance Improvement
  16. AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs
  17. Backdoor Graph Condensation
  18. C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation
  19. CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction
  20. Can You Move These Over There? Exploring an LLM-based VR Mover to Support Natural Multi-object Manipulation
  21. CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization
  22. Cognitive Predictive Processing: A Human-inspired Framework for Adaptive Exploration in Open-World Reinforcement Learning
  23. Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
  24. Condensing Pre-Augmented Recommendation Data via Lightweight Policy Gradient Estimation (Extended Abstract)
  25. DynaProtect: A Dynamic Factor Influence Learning Framework for Protective Factor-aware Suicide Risk Prediction
  26. ESE: Espresso Sentence Embeddings
  27. Efficient Integration of Multi-View Attributed Graphs for Clustering and Embedding
  28. ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments
  29. Explicitly Guided Difficulty-Controllable Visual Question Generation
  30. Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models
  31. FIRM: Flexible Interactive Reflection ReMoval
  32. From Generalist to Specialist: Distilling a Mixture of Foundation Models for Domain-Specific Medical Image Segmentation
    MICCAI 2025 · Qing Li
  33. HiBench: Benchmarking LLMs Capability on Hierarchical Structure Reasoning
  34. HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge
  35. Leveraging ChatGPT to Empower Training-free Dataset Condensation for Content-based Recommendation
  36. Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination
  37. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
  38. PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
  39. Removal of Hallucination on Hallucination: Debate-Augmented RAG
  40. Social Relation Meets Recommendation: Augmentation and Alignment
  41. SteerConf: Steering LLMs for Confidence Elicitation
  42. StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models
  43. TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation
  44. The Most Influenced Community Search on Social Networks
  45. Towards Retrieval-Augmented Large Language Models: Data Management and System Design
  46. Tree-of-AdEditor: Heuristic Tree Reasoning for Automated Video Advertisement Editing with Large Language Model
  47. Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree
  48. UIPro: Unleashing Superior Interaction Capability for GUI Agents
  49. When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction
  50. A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
  51. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
  52. Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
  53. An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation
    MICCAI 2024 · Qing Li
  54. AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
  55. Automated Defect Report Generation for Enhanced Industrial Quality Control
  56. Causality-driven User Modeling for Sequential Recommendations over Time
  57. CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent
  58. Compositional Inversion for Stable Diffusion Models
  59. Cross Initialization for Face Personalization of Text-to-Image Models
  60. Deconfounded Emotion Guidance Sticker Selection with Causal Inference
  61. Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs
  62. Efficient and Robust Regularized Federated Recommendation
  63. Entity Alignment with Noisy Annotations from Large Language Models
  64. FashionReGen: LLM-Empowered Fashion Report Generation
  65. Fast Graph Condensation with Structure-based Neural Tangent Kernel
  66. Generalized News Event Discovery via Dynamic Augmentation and Entropy Optimization
  67. Generative Active Learning for Image Synthesis Personalization
  68. Interpretation-Empowered Neural Cleanse for Backdoor Attacks
  69. Knowledge-Guided Optimization for Complex Vehicle Routing with 3D Loading Constraints
  70. Large Language Models for Graph Learning
  71. Learning to Correction: Explainable Feedback Generation for Visual Commonsense Reasoning Distractor
  72. Linear-Time Graph Neural Networks for Scalable Recommendations
  73. MaterialSeg3D: Segmenting Dense Materials from 2D Priors for 3D Assets
  74. Multi-Granularity History and Entity Similarity Learning for Temporal Knowledge Graph Reasoning
  75. Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval