| 2025 | Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract). | Peiyan Li, Honglian Wang, Christian Bhm |
| 2025 | Few-shot Novel Category Discovery. | Chunming Li, Shidong Wang, Haofeng Zhang |
| 2025 | RetroMoE: A Mixture-of-Experts Latent Translation Framework for Single-step Retrosynthesis. | Xinjie Li, Abhinav Verma |
| 2025 | Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution. | Zihang Liu, Zhenyu Zhang, Hao Tang |
| 2025 | Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs. | Weixing Liu, Shenghua Zhong |
| 2025 | Flow Matching Based Sequential Recommender Model. | Feng Liu, Lixin Zou, Xiangyu Zhao, Min Tang, Liming Dong, Dan Luo, Xiangyang Luo, Chenliang Li |
| 2025 | RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition. | Xiao Liu, Guan Yuan, Yanmei Zhang, Shang Liu, Qiuyan Yan |
| 2025 | A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract). | Zhigang Liu, Hao Yan, Yurong Zhong, Weiling Li |
| 2025 | DUQ: Dual Uncertainty Quantification for Text-Video Retrieval. | Xin Liu, Shibai Yin, Jun Wang, Jiaxin Zhu, Xingyang Wang, Yee-Hong Yang |
| 2025 | Optimal Policy Adaptation Under Covariate Shift. | Xueqing Liu, Qinwei Yang, Zhaoqing Tian, Ruocheng Guo, Peng Wu |
| 2025 | A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems. | Yuanhao Liu, Yiya You, Shuo Liu, Hong Qian, Ying Qian, Aimin Zhou |
| 2025 | TCCD: Tree-guided Continuous Causal Discovery via Collaborative MCTS-Parameter Optimization. | Jingjin Liu, Yingkai Xiao, Hankz Hankui Zhuo, Wushao Wen |
| 2025 | DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation. | Yezi Liu, Jiaxuan Xie, Yanning Shen |
| 2025 | SyncAnimation: A Real-Time End-to-End Framework for Audio-Driven Human Pose and Talking Head Animation. | Yujian Liu, Shidang Xu, Jing Guo, Dingbin Wang, Zairan Wang, Xianfeng Tan, Xiaoli Liu |
| 2025 | CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq. | Yicheng Liu, Sai Wu, Tianyun Zhang, Chang Yao, Ning Shen |
| 2025 | Imagination-Limited Q-Learning for Offline Reinforcement Learning. | Wenhui Liu, Zhijian Wu, Jingchao Wang, Dingjiang Huang, Shuigeng Zhou |
| 2025 | Consensus-Guided Incomplete Multi-view Clustering via Cross-view Affinities Learning. | Qian Liu, Huibing Wang, Jinjia Peng, Yawei Chen, Mingze Yao, Xianping Fu, Yang Wang |
| 2025 | SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features. | Ke Liu, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang, Ning Xie, Yang Yang |
| 2025 | OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection. | Yu Liu, Hao Tang, Haiqi Zhang, Jing Qin, Zechao Li |
| 2025 | Identifying and Reusing Learnwares Across Different Label Spaces. | Jian-Dong Liu, Zhi-Hao Tan, Zhi-Hua Zhou |
| 2025 | Phenotypic Profile-Informed Generation of Drug-Like Molecules via Dual-Channel Variational Autoencoders. | Hui Liu, Shiye Tian, Xuejun Liu |
| 2025 | One-shot Federated Learning Methods: A Practical Guide. | Xiang Liu, Zhenheng Tang, Xia Li, Yijun Song, Sijie Ji, Zemin Liu, Bo Han, Linshan Jiang, Jialin Li |
| 2025 | Fusion of Granular-Ball Visual Spatial Representations for Enhanced Facial Expression Recognition. | Shuaiyu Liu, Qiyao Shen, Yunxi Wang, Yazhou Ren, Guoyin Wang |
| 2025 | Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation. | Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Shichao Pei, Fan Wang, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou |
| 2025 | Stackelberg vs. Nash in the Lottery Colonel Blotto Game. | Yan Liu, Bonan Ni, Weiran Shen, Zihe Wang, Jie Zhang |