The 40th AAAI Conference was recently held in Singapore, bringing together scholars and research teams from around the world to exchange ideas on cutting-edge theories, technological innovation, and real-world applications in the field.
Faculty and students from Zhejiang University–University of Illinois Urbana-Champaign Institute (ZJUI) made a strong impact at the conference. Research teams led by ZJUI Prof. Lee Der-Horng, Prof. Wang Hongwei, together with ZJUI Assist. Prof. Wang Gaoang, Assist. Prof. Liu Zuozhu, Assist. Prof. Zhang Qiang, Assist. Prof. Hou Qingchun, and Assist. Prof. Lin Fanfan, as well as ZJUI Postdoctoral Researcher Shao Feifei, collectively published ten papers that were accepted and presented at the conference, showcasing the Institute’s latest research achievements. Notably, one (1) undergraduate student in Electrical Engineering and four (4) master’s students in Electronic Information served as first authors on the accepted papers.
*The following list is sorted alphabetically by paper title.
1
Article: Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
Author: Yuan Wang, Shujian Gao, Jiaxiang Liu, Songtao Jiang, Haoxiang Xia, Xiaotian Zhang, Zhaolu Kang, Yemin Wang, Zuozhu Liu
2
Article: BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition
Author: Yifan Wang, Der-Horng Lee, Bruce X.B. Yu
3
Article: Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
Author: Yiwen Zhang, Keyan Ding, Yihang Wu, Xiang Zhuang, Yi Yang, Qiang Zhang, Huajun Chen
4
Article: CP-Router: An Uncertainty-Aware Router Between LLM and LRM
Author: Jiayuan Su, Fulin Lin, Zhaopeng Feng, Han Zheng, Teng Wang, Zhenyu Xiao, Xinlong Zhao, Zuozhu Liu, Lu Cheng, Hongwei Wang
5
Article: IGFuse: Interactive 3D Gaussian Scene Reconstruction via Multi-Scans Fusion
Author: Wenhao Hu, Zesheng Li, Haonan Zhou, Liu Liu, Xuexiang Wen, Zhizhong Su, Xi Li, Gaoang Wang
6
Article: MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation.
Author: Zhuonan Wang, Zhenxuan Fan, Siwen Tan, Yu Zhong, Yuqian Yuan, Haoyuan Li, Hao Jiang, Wenqiao Zhang, Feifei Shao, Hongwei Wang, Jun Xiao
7
Article: Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design
Author: Junhua Liu, Fanfan Lin, Xinze Li, Kwan Hui Lim, Shuai Zhao
8
Article: T-SKM-Net: Trainable Neural Network Framework for Linear Constraint Satisfaction via Sampling Kaczmarz-Motzkin Method
Author: Haoyu Zhu, Yao Zhang, Jiashen Ren, Qingchun Hou
9
Article: Understanding Dynamic Scenes in Ego Centric 4D Point Clouds
Author: Junsheng Huang, Shengyu Hao, Bocheng Hu, Hongwei Wang, Gaoang Wang
10
Article: X-MoGen: Unified Motion Generation across Humans and Animals
Author: Xuan Wang, Kai Ruan, Liyang Qian, Zhizhi Guo, Chang Su, Gaoang Wang
