PPaperPicks

Cen Chen

14 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×3ICML ×2NeurIPS ×2ACM MM ×1EMNLP ×1IJCAI ×1

Frequent coauthors

Huiping Zhuang
×13
Ziqian Zeng
×12
Run He
×5
Junyao Yang
×3
Jianwei Wang
×3
Di Fang
×3
Kai Tong
×3
Tao Zhang
×2
Hao Peng
×2
Yicheng Xu
×2
Hongxin Wei
×2
Zhiping Lin
×2

Papers

  1. MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
    ACL 2026 ·
    Tao Zhang
    ,
    Ziqian Zeng
    ,
    Hao Peng
    ,
    Huiping Zhuang
    , Cen Chen
  2. RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior
    AAAI 2026 ·
    Junyao Yang
    ,
    Jianwei Wang
    ,
    Huiping Zhuang
    , Cen Chen,
    Ziqian Zeng
  3. Analytic Continual Test-Time Adaptation for Multi-Modality Corruption
    ACM MM 2025 ·
    Yufei Zhang
    ,
    Yicheng Xu
    ,
    Hongxin Wei
    ,
    Zhiping Lin
    ,
    Xiaofeng Zou
    , Cen Chen,
    Huiping Zhuang
  4. GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum
    IJCAI 2025 ·
    Yuntao Shou
    ,
    Jun Yao
    ,
    Tao Meng
    ,
    Wei Ai
    , Cen Chen,
    Keqin Li
  5. GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
    ACL 2025 ·
    Tao Zhang
    ,
    Ziqian Zeng
    ,
    YuxiangXiao YuxiangXiao
    ,
    Huiping Zhuang
    , Cen Chen,
    James R. Foulds
    ,
    Shimei Pan
  6. L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning
    ICML 2025 ·
    Xiang Zhang
    ,
    Run He
    ,
    Chen Jiao
    ,
    Di Fang
    ,
    Ming Li
    ,
    Ziqian Zeng
    , Cen Chen,
    Huiping Zhuang
  7. PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration
    ACL 2025 ·
    Ziqian Zeng
    ,
    Jianwei Wang
    ,
    Junyao Yang
    ,
    Zhengdong Lu
    ,
    Haoran Li
    ,
    Huiping Zhuang
    , Cen Chen
  8. RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis
    EMNLP 2025 ·
    Jianwei Wang
    ,
    Chengming Shi
    ,
    Junyao Yang
    ,
    Haoran Li
    ,
    Qianli Ma
    ,
    Huiping Zhuang
    , Cen Chen,
    Ziqian Zeng
  9. SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings
    ACL 2025 ·
    Weikai Lu
    ,
    Hao Peng
    ,
    Huiping Zhuang
    , Cen Chen,
    Ziqian Zeng
  10. Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
    ICML 2025 ·
    Run He
    ,
    Di Fang
    ,
    Yicheng Xu
    ,
    Yawen Cui
    ,
    Ming Li
    , Cen Chen,
    Ziqian Zeng
    ,
    Huiping Zhuang
  11. ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
    AAAI 2024 ·
    Ziqian Zeng
    ,
    Yihuai Hong
    ,
    Hongliang Dai
    ,
    Huiping Zhuang
    , Cen Chen
  12. DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning
    AAAI 2024 ·
    Huiping Zhuang
    ,
    Run He
    ,
    Kai Tong
    ,
    Ziqian Zeng
    , Cen Chen,
    Zhiping Lin
  13. F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
    NeurIPS 2024 ·
    Huiping Zhuang
    ,
    Yuchen Liu
    ,
    Run He
    ,
    Kai Tong
    ,
    Ziqian Zeng
    , Cen Chen,
    Yi Wang
    ,
    Lap-Pui Chau
  14. GACL: Exemplar-Free Generalized Analytic Continual Learning
    NeurIPS 2024 ·
    Huiping Zhuang
    ,
    Yizhu Chen
    ,
    Di Fang
    ,
    Run He
    ,
    Kai Tong
    ,
    Hongxin Wei
    ,
    Ziqian Zeng
    , Cen Chen