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Changhua Meng

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

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Venues

AAAI ×3ACL ×2EMNLP ×2SIGKDD ×2WWW ×2ACM MM ×1ECML-PKDD ×1ICLR ×1NAACL ×1SIGIR ×1

Frequent coauthors

Weiqiang Wang
×7
Shuheng Shen
×6
Zheng Gong
×3
Ying Sun
×3
Siyuan Huang
×3
Jintao Du
×3
Zhouhan Lin
×3
Zhenzhe Ying
×2
Zhangxuan Gu
×2
Shiwen Cui
×2
Zhiyuan Ma
×2
Zhuoer Xu
×2

Papers

  1. BitHeteroNet: A Heterogeneous Network Benchmark for Enhanced Anomaly Detection in Bitcoin Transactions
    WWW 2026 ·
    Zheng Gong
    ,
    Shuheng Shen
    , Changhua Meng,
    Ying Sun
  2. Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
    AAAI 2026 ·
    Yuqin Dai
    ,
    Shuo Yang
    ,
    Guoqing Wang
    ,
    Yong Deng
    ,
    Zhanwei Zhang
    ,
    Jun Yin
    ,
    Pengyu Zeng
    ,
    Zhenzhe Ying
    , Changhua Meng,
    Can Yi
    ,
    Yuchen Zhou
    ,
    Weiqiang Wang
    ,
    Shuai Lu
  3. GUI-G²: Gaussian Reward Modeling for GUI Grounding
    AAAI 2026 ·
    Fei Tang
    ,
    Zhangxuan Gu
    ,
    Zhengxi Lu
    ,
    Xuyang Liu
    ,
    Shuheng Shen
    , Changhua Meng,
    Wen Wang
    ,
    Wenqi Zhang
    ,
    Yongliang Shen
    ,
    Weiming Lu
    ,
    Jun Xiao
    ,
    Yueting Zhuang
  4. TDHGNN: A Temporal Directed Hypergraph Neural Network for Bitcoin Fraud Detection
    SIGIR 2026 ·
    Zheng Gong
    ,
    Shuheng Shen
    , Changhua Meng,
    Ying Sun
  5. The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination
    ACL 2026 ·
    Chenlong Yin
    ,
    Zeyang Sha
    ,
    Shiwen Cui
    , Changhua Meng,
    Zechao Li
  6. BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems
    SIGKDD 2025 ·
    Liangliang Shi
    ,
    Haoran Zhang
    ,
    Shuheng Shen
    , Changhua Meng,
    Weiqiang Wang
    ,
    Junchi Yan
  7. Exploring Hypergraph Condensation via Variational Hyperedge Generation and Multi-Aspectual Amelioration
    WWW 2025 ·
    Zheng Gong
    ,
    Shuheng Shen
    , Changhua Meng,
    Ying Sun
  8. Gumbel Reranking: Differentiable End-to-End Reranker Optimization
    ACL 2025 ·
    Siyuan Huang
    ,
    Zhiyuan Ma
    ,
    Jintao Du
    , Changhua Meng,
    Weiqiang Wang
    ,
    Jingwen Leng
    ,
    Minyi Guo
    ,
    Zhouhan Lin
  9. Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models
    NAACL 2025 ·
    Xingran Zhou
    ,
    Kun Yang
    ,
    Changtao Miao
    ,
    Bingyu Hu
    ,
    Zhuoer Xu
    ,
    Shiwen Cui
    , Changhua Meng,
    Dan Hong
  10. Training LLMs to be Better Text Embedders through Bidirectional Reconstruction
    EMNLP 2025 ·
    Chang Su
    ,
    Dengliang Shi
    ,
    Siyuan Huang
    ,
    Jintao Du
    , Changhua Meng,
    Yu Cheng
    ,
    Weiqiang Wang
    ,
    Zhouhan Lin
  11. A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
    ICLR 2024 ·
    Jintang Li
    ,
    Huizhe Zhang
    ,
    Ruofan Wu
    ,
    Zulun Zhu
    ,
    Baokun Wang
    , Changhua Meng,
    Zibin Zheng
    ,
    Liang Chen
  12. Adversarial Robust Safeguard for Evading Deep Facial Manipulation
    AAAI 2024 ·
    Jiazhi Guan
    ,
    Yi Zhao
    ,
    Zhuoer Xu
    , Changhua Meng,
    Ke Xu
    ,
    Youjian Zhao
  13. GraphRPM: Risk Pattern Mining on Industrial Large Attributed Graphs
    ECML-PKDD 2024 ·
    Sheng Tian
    ,
    Xintan Zeng
    ,
    Yifei Hu
    ,
    Baokun Wang
    ,
    Yongchao Liu
    ,
    Yue Jin
    , Changhua Meng,
    Chuntao Hong
    ,
    Tianyi Zhang
    ,
    Weiqiang Wang
  14. Mirror-Consistency: Harnessing Inconsistency in Majority Voting
    EMNLP 2024 ·
    Siyuan Huang
    ,
    Zhiyuan Ma
    ,
    Jintao Du
    , Changhua Meng,
    Weiqiang Wang
    ,
    Zhouhan Lin
  15. PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval
    ACM MM 2024 ·
    Yue Duan
    ,
    Zhangxuan Gu
    ,
    Zhenzhe Ying
    ,
    Lei Qi
    , Changhua Meng,
    Yinghuan Shi
  16. Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective
    SIGKDD 2024 ·
    Yunfei Liu
    ,
    Jintang Li
    ,
    Yuehe Chen
    ,
    Ruofan Wu
    ,
    Ericbk Wang
    ,
    Jing Zhou
    ,
    Sheng Tian
    ,
    Shuheng Shen
    ,
    Xing Fu
    , Changhua Meng,
    Weiqiang Wang
    ,
    Liang Chen