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Zhi Zheng

University of Science and Technology of China, School of Computer Science and Technology, Hefei, China

23 papers at tracked venues · 15 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
  2. STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering
  3. Token-level Collaborative Alignment for LLM-based Generative Recommendation
  4. VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
  5. AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models
  6. Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling
  7. Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs
  8. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
  9. Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
  10. LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning
  11. Multi-Branch Self-Drafting for LLM Inference Acceleration
  12. SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification
  13. Think and Recall: Layer-Level Prompting for Lifelong Model Editing
  14. Unleashing the Power of Large Language Model for Denoising Recommendation
  15. A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction
  16. Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition
  17. Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
  18. Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations
  19. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding
  20. Harnessing Large Language Models for Text-Rich Sequential Recommendation
    WWW 2024 · Zhi Zheng
  21. MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment
    SIGIR 2024 · Zhi Zheng
  22. Make Large Language Model a Better Ranker
  23. UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models