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Cam-Tu Nguyen

13 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×6EMNLP ×3AAAI ×2ACM MM ×1NeurIPS ×1

Frequent coauthors

Xiaoliang Wang
×5
Yeqin Zhang
×3
Yiqun Shen
×3
Zhengze Zhang
×3
Shiqi Wang
×3
Daxin Jiang
×2
Yi Zhao
×2
Yajuan Peng
×2
Zuchao Li
×2
Xiaoming Fu
×2
Hai Zhao
×2
Fei Tan
×2

Papers

  1. Bidirectional Semantic Enhancement for Schema Routing Across Large-Scale Databases
    ACL 2026 ·
    Yuyang Wu
    ,
    Xiaoliang Wang
    , Cam-Tu Nguyen
  2. LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval
    ACL 2026 ·
    Zhibo Zhang
    ,
    Yang Xu
    ,
    Kai Ming Ting
    , Cam-Tu Nguyen
  3. Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation
    AAAI 2026 ·
    Yeqin Zhang
    ,
    Yizheng Zhao
    ,
    Chen Hu
    ,
    Binxing Jiao
    ,
    Daxin Jiang
    ,
    Ruihang Miao
    , Cam-Tu Nguyen
  4. MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment
    ACL 2026 ·
    Juan Li
    ,
    Chuanghao Ding
    ,
    Xujie Zhang
    , Cam-Tu Nguyen
  5. Thermometer of Thoughts: Enhancing LLM's Exploration via Attention Temperature Modulation
    ACL 2026 ·
    Zhiyuan Yu
    ,
    Shijian Xiao
    , Cam-Tu Nguyen,
    Zhangyue Yin
    ,
    Lekai Xing
    ,
    Wenzhong Li
    ,
    Sanglu Lu
  6. TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models
    ACL 2026 ·
    Yi Zhao
    ,
    Yajuan Peng
    , Cam-Tu Nguyen,
    Zuchao Li
    ,
    Xiaoliang Wang
    ,
    Xiaoming Fu
    ,
    Hai Zhao
  7. LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation
    EMNLP 2025 ·
    Yiqun Shen
    ,
    Song Yuan
    ,
    Zhengze Zhang
    ,
    Xiaoliang Wang
    ,
    Daxin Jiang
    , Cam-Tu Nguyen
  8. SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
    NeurIPS 2025 ·
    Yi Zhao
    ,
    Yajuan Peng
    , Cam-Tu Nguyen,
    Zuchao Li
    ,
    Xiaoliang Wang
    ,
    Hai Zhao
    ,
    Xiaoming Fu
  9. daDPO: Distribution-Aware DPO for Distilling Conversational Abilities
    ACL 2025 ·
    Zhengze Zhang
    ,
    Shiqi Wang
    ,
    Yiqun Shen
    ,
    Simin Guo
    ,
    Dahua Lin
    ,
    Xiaoliang Wang
    , Cam-Tu Nguyen,
    Fei Tan
  10. Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization
    AAAI 2024 ·
    Shiqi Wang
    ,
    Yeqin Zhang
    , Cam-Tu Nguyen
  11. Retrospex: Language Agent Meets Offline Reinforcement Learning Critic
    EMNLP 2024 ·
    Yufei Xiang
    ,
    Yiqun Shen
    ,
    Yeqin Zhang
    , Cam-Tu Nguyen
  12. Reward Difference Optimization For Sample Reweighting In Offline RLHF
    EMNLP 2024 ·
    Shiqi Wang
    ,
    Zhengze Zhang
    ,
    Rui Zhao
    ,
    Fei Tan
    , Cam-Tu Nguyen
  13. Sample Efficiency Matters: Training Multimodal Conversational Recommendation Systems in a Small Data Setting
    ACM MM 2024 ·
    Haoyang Su
    ,
    Wenzhe Du
    ,
    Xiaoliang Wang
    , Cam-Tu Nguyen