| 2026 | Stein-type Estimator Assisted by Dynamics. | Shanfeng Hu, Nauman Aslam |
| 2026 | TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant. | Rongpei Hong, Jian Lang, Ting Zhong, Yong Wang, Fan Zhou |
| 2026 | GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery. | Zhiqing Hong, Zelong Li, Xiubin Fan, Guang Yang, Baoshen Guo, Haotian Wang, Tian He, Desheng Zhang |
| 2026 | PSQE: A Theoretical-Practical Approach to Pseudo Seed Quality Enhancement for Unsupervised Multimodal Entity Alignment. | Yunpeng Hong, Chenyang Bu, Jie Zhang, Yi He, Di Wu, Xindong Wu |
| 2026 | PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis. | Xinyu He, Chenhan Xiao, Haoran Li, Ruizhong Qiu, Zhe Xu, Yang Weng, Jingrui He, Hanghang Tong |
| 2026 | Continuous-Time Counterfactual Quantile Learning for Risk-Sensitive Policy Optimization. | Yi He, Anpeng Wu, Ruoxuan Xiong, Yingrong Wang, Kun Kuang |
| 2026 | MFC: Mixed Federated Clustering based on Cross-modal Feature Decoupling. | Xiaxia He, Boyue Wang, Junbin Gao, Yongli Hu, Baocai Yin |
| 2026 | Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols. | Longzhu He, Chaozhuo Li, Peng Tang, Li Sun, Sen Su, Philip S. Yu |
| 2026 | Graph Defense Diffusion Model. | Xin He, Wenqi Fan, Yili Wang, Chengyi Liu, Rui Miao, Xin Juan, Xin Wang |
| 2026 | Mining Intrinsic Rewards from LLM Hidden States for Efficient Best-of-N Sampling. | Jizhou Guo, Zhaomin Wu, Hanchen Yang, Philip S. Yu |
| 2026 | Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion. | Baoshen Guo, Zhiqing Hong, Junyi Li, Shenhao Wang, Jinhua Zhao |
| 2026 | DSPIGCN: Dual-stream Physics-informed Graph Convolutional Network for Reliable Pedestrian Trajectory Prediction. | Runkang Guo, Bin Chen, Zhengqiu Zhu, Chen Gao, Yong Zhao, Quanjun Yin |
| 2026 | PilotANN: Memory-Bounded GPU Acceleration for Vector Search. | Yuntao Gui, Peiqi Yin, Xiao Yan, Chaorui Zhang, Weixi Zhang, James Cheng |
| 2026 | Malicious Domain Detection on Out-of-Distribution Gray Data through Graph Contrastive Learning with Structure Aggregation. | Hongjie Gu, Daojing He, Xun Zhou |
| 2026 | SIGHP: Scalable Information-Guided Hypergraph Partitioner. | Huhao Guan, Zezhong Ding, Ao Ke, Xike Xie, S. Kevin Zhou |
| 2026 | Benchmarking Positional Encodings for GNNs and Graph Transformers. | Florian Grtschla, Jiaqing Xie, Roger Wattenhofer |
| 2026 | Scalable Graph Condensation with Evolving Capabilities. | Shengbo Gong, Mohammad Hashemi, Juntong Ni, Carl Yang, Wei Jin |
| 2026 | Countering Overfitting with Counterfactual Examples. | Flavio Giorgi, Fabiano Veglianti, Fabrizio Silvestri, Gabriele Tolomei |
| 2026 | REALM-Bench: A Benchmark for Evaluating Multi-Agent Systems on Real-world, Dynamic Planning and Scheduling Tasks. | Longling Geng, Edward Y. Chang |
| 2026 | Tokenizing 3D Molecule Structure with Quantized Spherical Coordinates. | Kaiyuan Gao, Yusong Wang, Haoxiang Guan, Zun Wang, Qizhi Pei, John E. Hopcroft, Kun He, Lijun Wu |
| 2026 | HiParse: A Hierarchical Framework for Optimizing Web Content Extraction to Enhance LLM Pre-training Data. | Yuzhuo Fu, Zhuyan Zhou, Chao Huang, Jiayi Wang, Binwei Zeng, Dongke Hu, Xiangchun Wang, Wang Hong, Jin Fan |
| 2026 | Fast Vector Quantization Algorithm for ScaNN. | Yasuhiro Fujiwara, ngel Lpez Garca-Arias, Yasutoshi Ida, Atsutoshi Kumagai, Masahiro Nakano, Makoto Nakatsuji, Akisato Kimura |
| 2026 | Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe. | Tiantian Feng, Kevin Huang, Anfeng Xu, Xuan Shi, Thanathai Lertpetchpun, Jihwan Lee, Yoonjeong Lee, Dani Byrd, Shrikanth Narayanan |
| 2026 | The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks. | Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Tianyu Du, Jinbao Li, Jianhai Chen, Shouling Ji |
| 2026 | Incident-Guided Spatiotemporal Traffic Forecasting. | Lixiang Fan, Bohao Li, Tao Zou, Junchen Ye, Bowen Du |