PPaperPicks

Ziqian Zeng

22 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

ACL ×7EMNLP ×5AAAI ×4ICML ×2NeurIPS ×2CVPR ×1WWW ×1

Frequent coauthors

Huiping Zhuang
×13
Cen Chen
×12
Run He
×6
Kai Tong
×4
Di Fang
×4
Junyao Yang
×3
Jianwei Wang
×3
Haoran Li
×3
Haoran Li
×2
Tao Zhang
×2
Hao Peng
×2
Zixuan Chen
×2

Papers

  1. Activation-Guided Local Editing for Jailbreaking Attacks
    ACL 2026 ·
    Jiecong Wang
    ,
    Haoran Li
    ,
    Hao Peng
    , Ziqian Zeng,
    Zihao Wang
    ,
    Haohua Du
    ,
    Zhengtao Yu
  2. MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
    ACL 2026 ·
    Tao Zhang
    , Ziqian Zeng,
    Hao Peng
    ,
    Huiping Zhuang
    ,
    Cen Chen
  3. Neural Architecture for Fast and Reliable Coagulation Assessment in Clinical Settings: Leveraging Thromboelastography
    AAAI 2026 ·
    Yulu Wang
    , Ziqian Zeng,
    Jianjun Wu
    ,
    Zhifeng Tang
  4. Preserving Language Capabilities in Vision-Language Models via Representation Regulation
    ACL 2026 ·
    Zixuan Chen
    ,
    Juncheng Tao
    , Ziqian Zeng
  5. 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
  6. AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
    CVPR 2025 ·
    Run He
    ,
    Kai Tong
    ,
    Di Fang
    ,
    Han Sun
    , Ziqian Zeng,
    Haoran Li
    ,
    Tianyi Chen
    ,
    Huiping Zhuang
  7. Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning
    EMNLP 2025 ·
    Wenbin Hu
    ,
    Haoran Li
    ,
    Huihao Jing
    ,
    Qi Hu
    , Ziqian Zeng,
    Sirui Han
    ,
    Heli Xu
    ,
    Tianshu Chu
    ,
    Peizhao Hu
    ,
    Yangqiu Song
  8. DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation
    EMNLP 2025 ·
    Libo Zhao
    ,
    Jing Li
    , Ziqian Zeng
  9. 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
  10. 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
  11. 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
  12. 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
  13. SDD: Self-Degraded Defense against Malicious Fine-tuning
    ACL 2025 ·
    Zixuan Chen
    ,
    Weikai Lu
    ,
    Xin Lin
    , Ziqian Zeng
  14. 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
  15. 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
  16. 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
  17. 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
  18. Dissecting Fine-Tuning Unlearning in Large Language Models
    EMNLP 2024 ·
    Yihuai Hong
    ,
    Yuelin Zou
    ,
    Lijie Hu
    , Ziqian Zeng,
    Di Wang
    ,
    Haiqin Yang
  19. 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
  20. 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
  21. PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation
    EMNLP 2024 ·
    Libo Zhao
    ,
    Jing Li
    , Ziqian Zeng
  22. Zero-shot Explainable Mental Health Analysis on Social Media by Incorporating Mental Scales
    WWW 2024 ·
    Wenyu Li
    ,
    Yinuo Zhu
    ,
    Xin Lin
    ,
    Ming Li
    ,
    Ziyue Jiang
    , Ziqian Zeng