PPaperPicks

Zhen Huang

National University of Defense Technology, College of Computer, Changsha, China

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4819-373X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×8AAAI ×2EMNLP ×2NeurIPS ×2WWW ×2CVPR ×1

Frequent coauthors

Zhiliang Tian
×15
Dongsheng Li
×13
Zhihua Wen
×7
Shilong Pan
×4
Minlie Huang
×4
Menglong Lu
×4
Tianlun Liu
×3
Wanlong Yu
×3
Feng Liu
×3
Jingyuan Huang
×3
Yifu Gao
×3
Xinyue Fang
×3

Papers

  1. CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher
    ACL 2026 ·
    Tianlun Liu
    ,
    Zhiliang Tian
    , Zhen Huang,
    Xingzhi Zhou
    ,
    Wanlong Yu
    ,
    Tianle Liu
    ,
    Feng Liu
    ,
    Dongsheng Li
  2. DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection
    ACL 2026 ·
    Tianle Liu
    ,
    Zhiliang Tian
    , Zhen Huang,
    Tianlun Liu
    ,
    Jingyuan Huang
    ,
    Zhaoning Zhang
    ,
    Chengcheng Shao
    ,
    Dongsheng Li
  3. Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation
    ACL 2026 ·
    Hongyan Wu
    ,
    Zhiliang Tian
    , Zhen Huang,
    Tengyue Hu
    ,
    Linbo Qiao
    ,
    Yifu Gao
    ,
    Feng Liu
    ,
    Dongsheng Li
  4. Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations
    ACL 2026 ·
    Xinyue Fang
    ,
    Zhiliang Tian
    , Zhen Huang,
    Ziyi Pan
    ,
    Zhihua Wen
    ,
    Xi Wang
    ,
    Quntian Fang
    ,
    Dongsheng Li
  5. Rethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMs
    WWW 2026 ·
    Zhizhao Liu
    ,
    Zhihua Wen
    ,
    Zhiliang Tian
    , Zhen Huang,
    Miaorong Zhu
    ,
    Zimian Wei
    ,
    Yifu Gao
    ,
    Liang Ding
    ,
    Dongsheng Li
  6. WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety
    AAAI 2026 ·
    Shilong Pan
    ,
    Zhiliang Tian
    ,
    Wanlong Yu
    , Zhen Huang,
    Qingyu Qiu
    ,
    Zihan Chen
    ,
    Zhonghao Sun
    ,
    Minlie Huang
    ,
    Dongsheng Li
  7. AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models
    ACL 2025 ·
    Shilong Pan
    ,
    Zhiliang Tian
    , Zhen Huang,
    Wanlong Yu
    ,
    Zhihua Wen
    ,
    Xinwang Liu
    ,
    Kai Lu
    ,
    Minlie Huang
    ,
    Dongsheng Li
  8. Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes
    EMNLP 2025 ·
    Qiunan Du
    ,
    Zhiliang Tian
    , Zhen Huang,
    Kailun Bian
    ,
    Tianlun Liu
    ,
    Zhaoning Zhang
    ,
    Xinwang Liu
    ,
    Feng Liu
    ,
    Dong Sheng Li
  9. GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection
    EMNLP 2025 ·
    Zejiang He
    ,
    Jingyuan Huang
    ,
    Menglong Lu
    , Zhen Huang,
    Shanshan Liu
    ,
    Zhiliang Tian
    ,
    Dong Sheng Li
  10. Hippocampal-like Sequential Editing for Continual Knowledge Updates in Large Language Models
    NeurIPS 2025 ·
    Quntian Fang
    , Zhen Huang,
    Zhiliang Tian
    ,
    Minghao Hu
    ,
    Dongsheng Li
    ,
    Yiping Yao
    ,
    Xinyue Fang
    ,
    Menglong Lu
    ,
    Guotong Geng
  11. Interpreting Object-level Foundation Models via Visual Precision Search
    CVPR 2025 ·
    Ruoyu Chen
    ,
    Siyuan Liang
    ,
    Jingzhi Li
    ,
    Shiming Liu
    ,
    Maosen Li
    , Zhen Huang,
    Hua Zhang
    ,
    Xiaochun Cao
  12. LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis
    ACL 2025 ·
    Zhiliang Tian
    ,
    Jingyuan Huang
    ,
    Zejiang He
    , Zhen Huang,
    Menglong Lu
    ,
    Linbo Qiao
    ,
    Songzhu Mei
    ,
    Yijie Wang
    ,
    Dongsheng Li
  13. MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection
    ACL 2025 ·
    Shanshan Liu
    ,
    Menglong Lu
    , Zhen Huang,
    Zejiang He
    ,
    Liu Liu
    ,
    Zhigang Sun
    ,
    Dongsheng Li
  14. Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis
    WWW 2025 ·
    Zhihua Wen
    ,
    Zhizhao Liu
    ,
    Zhiliang Tian
    ,
    Shilong Pan
    , Zhen Huang,
    Dongsheng Li
    ,
    Minlie Huang
  15. Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling
    AAAI 2025 ·
    Xinyue Fang
    , Zhen Huang,
    Zhiliang Tian
    ,
    Minghui Fang
    ,
    Ziyi Pan
    ,
    Quntian Fang
    ,
    Zhihua Wen
    ,
    Hengyue Pan
    ,
    Dongsheng Li
  16. POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
    ACL 2024 ·
    Shilong Pan
    ,
    Zhiliang Tian
    ,
    Liang Ding
    ,
    Haoqi Zheng
    , Zhen Huang,
    Zhihua Wen
    ,
    Dongsheng Li
  17. Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
    NeurIPS 2024 ·
    Zhihua Wen
    ,
    Zhiliang Tian
    ,
    Zexin Jian
    , Zhen Huang,
    Pei Ke
    ,
    Yifu Gao
    ,
    Minlie Huang
    ,
    Dongsheng Li