PPaperPicks

Yongqi Li

Hong Kong Polytechnic University, Department of Computing, Hong Kong

35 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6932-4228 ↗Homepage ↗

Venues

ACL ×13SIGIR ×4EMNLP ×3ICLR ×3AAAI ×2CVPR ×2NeurIPS ×2SIGKDD ×2ACM MM ×1CIKM ×1ICML ×1WWW ×1

Frequent coauthors

Heming Xia
DBLP profile ↗ORCID search ↗
×4
Xinyu Lin
DBLP profile ↗ORCID search ↗
×4
Hongru Cai
DBLP profile ↗ORCID search ↗
×3
Qiancheng Xu
DBLP profile ↗ORCID search ↗
×3
Runyang You
DBLP profile ↗ORCID search ↗
×2
Xin Zhang
DBLP profile ↗ORCID search ↗
×2
Leigang Qu
DBLP profile ↗ORCID search ↗
×2
Dongjie Cheng
DBLP profile ↗ORCID search ↗
×1
Chao Chen
DBLP profile ↗ORCID search ↗
×1
Hongru Wang
DBLP profile ↗ORCID search ↗
×1
Zixu Li
DBLP profile ↗ORCID search ↗
×1
Dongding Lin
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
    ACL 2026 ·
    Heming Xia
    DBLP profile ↗ORCID search ↗
  2. Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
    ACL 2026 ·
    Dongjie Cheng
    DBLP profile ↗ORCID search ↗
  3. One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
    SIGIR 2026 ·
    Hongru Cai
    DBLP profile ↗ORCID search ↗
  4. Parallel Test-Time Scaling for Latent Reasoning Models
    ACL 2026 ·
    Runyang You
    DBLP profile ↗ORCID search ↗
  5. Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
    ACL 2026 ·
    Chao Chen
    DBLP profile ↗ORCID search ↗
  6. Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize
    ACL 2026 ·
    Hongru Wang
    DBLP profile ↗ORCID search ↗
  7. TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
    ACL 2026 ·
    Zixu Li
    DBLP profile ↗ORCID search ↗
  8. TInR: Exploring Tool-Internalized Reasoning in Large Language Models
    ACL 2026 ·
    Qiancheng Xu
    DBLP profile ↗ORCID search ↗
  9. Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation
    ACL 2026 ·
    Dongding Lin
    DBLP profile ↗ORCID search ↗
  10. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    SIGKDD 2025 ·
    Chaoqun Yang
    DBLP profile ↗ORCID search ↗
  11. Efficient Inference for Large Language Model-based Generative Recommendation
    ICLR 2025 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  12. Exploring Training and Inference Scaling Laws in Generative Retrieval
    SIGIR 2025 ·
    Hongru Cai
    DBLP profile ↗ORCID search ↗
  13. Interleaved-Modal Chain-of-Thought
    CVPR 2025 ·
    Jun Gao
    DBLP profile ↗ORCID search ↗
  14. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
    DBLP profile ↗ORCID search ↗
  15. MultiConIR: Towards Multi-Condition Information Retrieval
    EMNLP 2025 ·
    Xuan Lu
    DBLP profile ↗ORCID search ↗
  16. PEToolLLM: Towards Personalized Tool Learning in Large Language Models
    ACL 2025 ·
    Qiancheng Xu
    DBLP profile ↗ORCID search ↗
  17. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·
    Runyang You
    DBLP profile ↗ORCID search ↗
  18. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 · Yongqi Li
  19. SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
    NeurIPS 2025 ·
    Xin Zhang
    DBLP profile ↗ORCID search ↗
  20. SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
    ICLR 2025 ·
    Heming Xia
    DBLP profile ↗ORCID search ↗
  21. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
    DBLP profile ↗ORCID search ↗
  22. TokenSkip: Controllable Chain-of-Thought Compression in LLMs
    EMNLP 2025 ·
    Heming Xia
    DBLP profile ↗ORCID search ↗
  23. Towards Harmless Multimodal Assistants with Blind Preference Optimization
    ACM MM 2025 · Yongqi Li
  24. Towards Text-Image Interleaved Retrieval
    ACL 2025 ·
    Xin Zhang
    DBLP profile ↗ORCID search ↗
  25. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    SIGKDD 2024 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  26. Data-efficient Fine-tuning for LLM-based Recommendation
    SIGIR 2024 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  27. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
    DBLP profile ↗ORCID search ↗
  28. Distillation Enhanced Generative Retrieval
    ACL 2024 · Yongqi Li
  29. Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
    EMNLP 2024 ·
    Qiancheng Xu
    DBLP profile ↗ORCID search ↗
  30. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 · Yongqi Li
  31. GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
    ICML 2024 ·
    Cunxiao Du
    DBLP profile ↗ORCID search ↗
  32. Learnable Item Tokenization for Generative Recommendation
    CIKM 2024 ·
    Wenjie Wang
    DBLP profile ↗ORCID search ↗
  33. Learning to Rank in Generative Retrieval
    AAAI 2024 · Yongqi Li
  34. Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
    AAAI 2024 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  35. Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
    ACL 2024 ·
    Heming Xia
    DBLP profile ↗ORCID search ↗