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

Wenjie Li
×23
Wenjie Wang
×18
Tat-Seng Chua
×13
Liqiang Nie
×12
Xinyu Lin
×7
Heming Xia
×6
Fuli Feng
×6
Hongru Cai
×5
Cunxiao Du
×4
Leigang Qu
×4
Yupeng Hu
×3
Runyang You
×3

Papers

  1. Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
    ACL 2026 ·
    Heming Xia
    ,
    Cunxiao Du
    ,
    Rui Li
    ,
    Chak Tou Leong
    , Yongqi Li,
    Wenjie Li
  2. Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
    ACL 2026 ·
    Dongjie Cheng
    , Yongqi Li,
    Zhixin Ma
    ,
    Hongru Cai
    ,
    Yupeng Hu
    ,
    Wenjie Wang
    ,
    Liqiang Nie
    ,
    Wenjie Li
  3. One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
    SIGIR 2026 ·
    Hongru Cai
    , Yongqi Li,
    Tiezheng Yu
    ,
    Fengbin Zhu
    ,
    Wenjie Wang
    ,
    Fuli Feng
    ,
    Wenjie Li
  4. Parallel Test-Time Scaling for Latent Reasoning Models
    ACL 2026 ·
    Runyang You
    , Yongqi Li,
    Meng Liu
    ,
    Wenjie Wang
    ,
    Liqiang Nie
    ,
    Wenjie Li
  5. Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
    ACL 2026 ·
    Chao Chen
    ,
    Zhixin Ma
    , Yongqi Li,
    Yupeng Hu
    ,
    Yinwei Wei
    ,
    Wenjie Li
    ,
    Liqiang Nie
  6. Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize
    ACL 2026 ·
    Hongru Wang
    ,
    Rui Wang
    ,
    Jushi Kai
    ,
    Boyang Xue
    , Yongqi Li,
    Shijue Huang
    ,
    Xiaoteng Ma
    ,
    Jeff Z. Pan
    ,
    Amos Storkey
  7. TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
    ACL 2026 ·
    Zixu Li
    ,
    Yupeng Hu
    ,
    Zhiheng Fu
    ,
    Zhiwei Chen
    , Yongqi Li,
    Liqiang Nie
  8. TInR: Exploring Tool-Internalized Reasoning in Large Language Models
    ACL 2026 ·
    Qiancheng Xu
    , Yongqi Li,
    Fan Liu
    ,
    Hongru Wang
    ,
    Min Yang
    ,
    Wenjie Li
  9. Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation
    ACL 2026 ·
    Dongding Lin
    ,
    Jian Wang
    , Yongqi Li,
    Wenjie Li
  10. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    SIGKDD 2025 ·
    Chaoqun Yang
    ,
    Xinyu Lin
    ,
    Wenjie Wang
    , Yongqi Li,
    Teng Sun
    ,
    Xianjing Han
    ,
    Tat-Seng Chua
  11. Efficient Inference for Large Language Model-based Generative Recommendation
    ICLR 2025 ·
    Xinyu Lin
    ,
    Chaoqun Yang
    ,
    Wenjie Wang
    , Yongqi Li,
    Cunxiao Du
    ,
    Fuli Feng
    ,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  12. Exploring Training and Inference Scaling Laws in Generative Retrieval
    SIGIR 2025 ·
    Hongru Cai
    , Yongqi Li,
    Ruifeng Yuan
    ,
    Wenjie Wang
    ,
    Zhen Zhang
    ,
    Wenjie Li
    ,
    Tat-Seng Chua
  13. Interleaved-Modal Chain-of-Thought
    CVPR 2025 ·
    Jun Gao
    , Yongqi Li,
    Ziqiang Cao
    ,
    Wenjie Li
  14. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
    , Yongqi Li,
    Wenjie Wang
    ,
    Fengbin Zhu
    ,
    Xiaoyu Shen
    ,
    Wenjie Li
    ,
    Tat-Seng Chua
  15. MultiConIR: Towards Multi-Condition Information Retrieval
    EMNLP 2025 ·
    Xuan Lu
    ,
    Sifan Liu
    ,
    Bochao Yin
    , Yongqi Li,
    Xinghao Chen
    ,
    Hui Su
    ,
    Yaohui Jin
    ,
    Wenjun Zeng
    ,
    Xiaoyu Shen
  16. PEToolLLM: Towards Personalized Tool Learning in Large Language Models
    ACL 2025 ·
    Qiancheng Xu
    , Yongqi Li,
    Heming Xia
    ,
    Fan Liu
    ,
    Min Yang
    ,
    Wenjie Li
  17. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·
    Runyang You
    , Yongqi Li,
    Xinyu Lin
    ,
    Xin Zhang
    ,
    Wenjie Wang
    ,
    Wenjie Li
    ,
    Liqiang Nie
  18. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 · Yongqi Li,
    Hongru Cai
    ,
    Wenjie Wang
    ,
    Leigang Qu
    ,
    Yinwei Wei
    ,
    Wenjie Li
    ,
    Liqiang Nie
    ,
    Tat-Seng Chua
  19. SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
    NeurIPS 2025 ·
    Xin Zhang
    ,
    Mingxin Li
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    , Yongqi Li,
    Yinghui Li
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    ,
    Wenjie Li
    ,
    Min Zhang
    ,
    Philip S. Yu
  20. SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
    ICLR 2025 ·
    Heming Xia
    , Yongqi Li,
    Jun Zhang
    ,
    Cunxiao Du
    ,
    Wenjie Li
  21. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
    ,
    Haochuan Li
    ,
    Tan Wang
    ,
    Wenjie Wang
    , Yongqi Li,
    Liqiang Nie
    ,
    Tat-Seng Chua
  22. TokenSkip: Controllable Chain-of-Thought Compression in LLMs
    EMNLP 2025 ·
    Heming Xia
    ,
    Chak Tou Leong
    ,
    Wenjie Wang
    , Yongqi Li,
    Wenjie Li
  23. Towards Harmless Multimodal Assistants with Blind Preference Optimization
    ACM MM 2025 · Yongqi Li,
    Lu Yang
    ,
    Jian Wang
    ,
    Runyang You
    ,
    Wenjie Li
    ,
    Liqiang Nie
  24. Towards Text-Image Interleaved Retrieval
    ACL 2025 ·
    Xin Zhang
    ,
    Ziqi Dai
    , Yongqi Li,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    ,
    Jun Yu
    ,
    Wenjie Li
    ,
    Min Zhang
  25. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    SIGKDD 2024 ·
    Xinyu Lin
    ,
    Wenjie Wang
    , Yongqi Li,
    Fuli Feng
    ,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  26. Data-efficient Fine-tuning for LLM-based Recommendation
    SIGIR 2024 ·
    Xinyu Lin
    ,
    Wenjie Wang
    , Yongqi Li,
    Shuo Yang
    ,
    Fuli Feng
    ,
    Yinwei Wei
    ,
    Tat-Seng Chua
  27. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
    ,
    Wenjie Wang
    , Yongqi Li,
    Hanwang Zhang
    ,
    Liqiang Nie
    ,
    Tat-Seng Chua
  28. Distillation Enhanced Generative Retrieval
    ACL 2024 · Yongqi Li,
    Zhen Zhang
    ,
    Wenjie Wang
    ,
    Liqiang Nie
    ,
    Wenjie Li
    ,
    Tat-Seng Chua
  29. Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
    EMNLP 2024 ·
    Qiancheng Xu
    , Yongqi Li,
    Heming Xia
    ,
    Wenjie Li
  30. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 · Yongqi Li,
    Wenjie Wang
    ,
    Leigang Qu
    ,
    Liqiang Nie
    ,
    Wenjie Li
    ,
    Tat-Seng Chua
  31. GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
    ICML 2024 ·
    Cunxiao Du
    ,
    Jing Jiang
    ,
    Yuanchen Xu
    ,
    Jiawei Wu
    ,
    Sicheng Yu
    , Yongqi Li,
    Shenggui Li
    ,
    Kai Xu
    ,
    Liqiang Nie
    ,
    Zhaopeng Tu
    ,
    Yang You
  32. Learnable Item Tokenization for Generative Recommendation
    CIKM 2024 ·
    Wenjie Wang
    ,
    Honghui Bao
    ,
    Xinyu Lin
    ,
    Jizhi Zhang
    , Yongqi Li,
    Fuli Feng
    ,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  33. Learning to Rank in Generative Retrieval
    AAAI 2024 · Yongqi Li,
    Nan Yang
    ,
    Liang Wang
    ,
    Furu Wei
    ,
    Wenjie Li
  34. Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
    AAAI 2024 ·
    Xinyu Lin
    ,
    Wenjie Wang
    ,
    Jujia Zhao
    , Yongqi Li,
    Fuli Feng
    ,
    Tat-Seng Chua
  35. Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
    ACL 2024 ·
    Heming Xia
    ,
    Zhe Yang
    ,
    Qingxiu Dong
    ,
    Peiyi Wang
    , Yongqi Li,
    Tao Ge
    ,
    Tianyu Liu
    ,
    Wenjie Li
    ,
    Zhifang Sui