Publications

Conference & Journal Papers

• Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

  • Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen
  • The 40th Annual AAAI Conference on Artificial Intelligence (CCF-A), 2026

• EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering

  • Chang Zong, Jian Wan, Siliang Tang, Lei Zhang
  • Artificial Intelligence in Medicine (SCI-Q1, CCF-C), 2025

• Structural-Temporal Coupling Anomaly Detection with Dynamic Graph Transformer

  • Chang Zong, Yueting Zhuang, Jian Shao, Weiming Lu
  • Data Mining and Knowledge Discovery (SCI-Q2, CCF-B), 2025

• Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism

  • Chang Zong, Jian Wan, Lucia Cascone, Hang Zhou
  • Complex & Intelligent Systems (SCI-Q2), 2025

• RPA: Recursive Perturbation-Based Universal Adversarial Attacks on Multimodal Generative Tasks

  • Qian Yaguan, Chen Zhihao, Bao Qiqi, Chang Zong, Yu Fei, Ji Shouling, Wang Bin, Gu Zhaoquan, Lei Zhen
  • The IEEE Transactions on Circuits and Systems for Video Technology (SCI Q1, CCF-B), 2025

• ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses

  • Chang Zong, Yuyan Chen, Weiming Lu, Jian Shao, Yongfeng Huang, Heng Chang, Yueting Zhuang
  • Asian Chapter of the Association for Computational Linguistics, 2025, Main Conference

• Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

  • Chang Zong, Yuchen Yan, Weiming Lu, Jian Shao, Yongfeng Huang, Heng Chang, Yueting Zhuang
  • The 2024 Conference on Empirical Methods in Natural Language Processing (CCF-B), 2024, Main Conference

• Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning

  • Zeqi Tan, Yongliang Shen, Xiaoxia Cheng, Chang Zong, Wenqi Zhang, Jian Shao, Weiming Lu, Yueting Zhuang
  • The 62nd Annual Meeting of the Association for Computational Linguistics (CCF-A), 2024, Main Conference

• Graph neural networks meet with distributed graph partitioners and reconciliations

  • Zongshen Mu, Siliang Tang, Chang Zong, Dianhai Yu, Yueting Zhuang
  • Neurocomputing (SCI-Q1, CCF-C), 2023

• Citation Prediction via Influence Representation Using Temporal Graphs

  • Chang Zong, Yueting Zhuang, Jian Shao, Weiming Lu
  • China National Conference on Big Data & Social Computing, 2023

Pre-Prints

• Building evidence-based knowledge graphs from full-text literature for disease-specific biomedical reasoning

  • Chang Zong, Sicheng Lv, Si-tu Xue, Huilin Zheng, Jian Wan, Lei Zhang
  • Under Review, 2026

• Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions

  • Chang Zong, Bin Li, Shoujun Zhou, Jian Wan, Lei Zhang
  • Under Revision, 2025

• Fund Selection via Dual-Screening Classification: Evidence from China

  • Chang Zong, Tao Yan, Hang Zhou, Yi Cao, Yichu Wang
  • Under Review, 2025