PPaperPicks

Wei Zhou

Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China

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

DBLP profile ↗ORCID 0000-0003-3622-3970 ↗Homepage ↗

Venues

AAAI ×5ACL ×5EMNLP ×5NAACL ×2ACM MM ×1ECML-PKDD ×1SIGIR ×1

Frequent coauthors

Songlin Hu
×19
Lingwei Wei
×10
Kun Li
×6
Dou Hu
×6
Mengyang Chen
×3
Zhenpeng Su
×3
Boyu Qiao
×2
Chengwei Dai
×2
Zijia Lin
×2
Hui Chen
×2
Guiguang Ding
×2
Han Cao
×2

Papers

  1. GLOBA: Rethinking Parameter Conflicts in Model Merging
    AAAI 2026 ·
    Zehao Liu
    ,
    Kun Li
    , Wei Zhou
  2. Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents
    ACL 2026 ·
    Yiting Shen
    ,
    Kun Li
    , Wei Zhou,
    Songlin Hu
  3. Mitigating Adversarial Attacks by Transferring LLM-generated Narrative Reasoning for Robust Fake News Detection
    SIGIR 2026 ·
    Mengyang Chen
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  4. An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding
    AAAI 2025 ·
    Dou Hu
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  5. BotSim: LLM-Powered Malicious Social Botnet Simulation
    AAAI 2025 ·
    Boyu Qiao
    ,
    Kun Li
    , Wei Zhou,
    Shilong Li
    ,
    Qianqian Lu
    ,
    Songlin Hu
  6. Capture the Key in Reasoning to Enhance CoT Distillation Generalization
    ACL 2025 ·
    Chengwei Dai
    ,
    Kun Li
    , Wei Zhou,
    Songlin Hu
  7. DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
    EMNLP 2025 ·
    Minxuan Lv
    ,
    Zhenpeng Su
    ,
    Leiyu Pan
    ,
    Yizhe Xiong
    ,
    Zijia Lin
    ,
    Hui Chen
    , Wei Zhou,
    Jungong Han
    ,
    Guiguang Ding
    ,
    Wenwu Ou
    ,
    Di Zhang
    ,
    Kun Gai
    ,
    Songlin Hu
  8. Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots
    EMNLP 2025 ·
    Boyu Qiao
    ,
    Kun Li
    , Wei Zhou,
    Songlin Hu
  9. Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models
    AAAI 2025 ·
    Han Cao
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  10. Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding
    ACL 2025 ·
    Dou Hu
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  11. Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation
    EMNLP 2025 ·
    Haonan Sheng
    ,
    Dou Hu
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  12. Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection
    ACL 2025 ·
    Lingwei Wei
    ,
    Dou Hu
    , Wei Zhou,
    Philip S. Yu
    ,
    Songlin Hu
  13. Structure-aware Propagation Generation with Large Language Models for Fake News Detection
    EMNLP 2025 ·
    Mengyang Chen
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  14. Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
    NAACL 2024 ·
    Zhenpeng Su
    ,
    Xing Wu
    , Wei Zhou,
    Guangyuan Ma
    ,
    Songlin Hu
  15. Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation
    EMNLP 2024 ·
    Chengwei Dai
    ,
    Kun Li
    , Wei Zhou,
    Songlin Hu
  16. Information Diffusion Prediction with Graph Neural Ordinary Differential Equation Network
    ACM MM 2024 ·
    Ding Wang
    , Wei Zhou,
    Songlin Hu
  17. MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models
    NAACL 2024 ·
    Zhenpeng Su
    ,
    Zijia Lin
    ,
    Bai Xue
    ,
    Hui Chen
    ,
    Guiguang Ding
    , Wei Zhou,
    Songlin Hu
  18. Propagation Structure-Semantic Transfer Learning for Robust Fake News Detection
    ECML-PKDD 2024 ·
    Mengyang Chen
    ,
    Lingwei Wei
    ,
    Han Cao
    , Wei Zhou,
    Zhou Yan
    ,
    Songlin Hu
  19. Representation Learning with Conditional Information Flow Maximization
    ACL 2024 ·
    Dou Hu
    ,
    Lingwei Wei
    , Wei Zhou,
    Songlin Hu
  20. Structured Probabilistic Coding
    AAAI 2024 ·
    Dou Hu
    ,
    Lingwei Wei
    ,
    Yaxin Liu
    , Wei Zhou,
    Songlin Hu