| 2026 | PBSketch: Finding Periodic Burst Items in Data Streams. | Zhuochen Fan, Zhongxian Liang, Zirui Liu, Dayu Wang, Dong Wen, Wenjun Li, Tong Yang, Yuzhou Liu, Weizhe Zhang |
| 2026 | Effective Online 3D Bin Packing with Lookahead Parcels Using Monte Carlo Tree Search. | Jiangyi Fang, Bowen Zhou, Haotian Wang, Xin Zhu, Leye Wang |
| 2026 | Choice Modeling and Pricing for Scheduled Services. | Adam N. Elmachtoub, Kumar Goutam, Roger Lederman |
| 2026 | Reinforcement Speculative Decoding for Fast Ranking. | Yingpeng Du, Tianjun Wei, Zhu Sun, Jie Zhang, Xun Jiang |
| 2026 | Revisiting Redundancy in Diffusion Transformers: A Temporal-Spatial Joint Caching Strategy for Efficient Sampling. | Chenxi Du, Yongheng Deng, Ju Ren, Yaoxue Zhang |
| 2026 | Certified Defense on the Fairness of Graph Neural Networks. | Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li |
| 2026 | T-GRAB: A Synthetic Diagnostic Benchmark for Learning on Temporal Graphs. | Alireza Dizaji, Benedict Aaron Tjandra, Mehrab Hamidi, Shenyang Huang, Guillaume Rabusseau |
| 2026 | Few-shot Multimodal Anomaly Detection via Dynamic Intra-modal Sparsity Attention and Quality-aware Cross-modal Fusion in Microservice System. | Kaiqi Ding, Zijian Song, Kaigui Bian |
| 2026 | Effective and Robust Multimodal Medical Image Analysis. | Joy Dhar, Nayyar Zaidi, Maryam Haghighat |
| 2026 | LMID: A Comprehensive Multimodal Dataset for Failure Prediction in Cloud Computing Systems. | Lingfei Deng, Ruqiao Xu, Yunong Wang, Xiaoming Du, Xuhua Ma, Xudong Zheng, Dongrui Wu |
| 2026 | Case Study: Learning Robust, Long-run Surrogate Metrics with Modeling and Instrumental Variables. | Daniel Day, Matthew Dalton, Samuel Daulton, Benjamin Letham, Xiao Cai, Aojia Zhao, Eytan Bakshy |
| 2026 | Holistic Data Scheduler for LLM Pre-training via Multi-Objective Reinforcement Learning. | Chenhao Dang, Jing Ma, Mingjie Liao |
| 2026 | Submodular Maximization under | Shuang Cui, Yu-e Sun, He Huang |
| 2026 | Improving Heterogeneous Graph Contrastive Learning Robustness via Hierarchical Vulnerability Protection. | Jinhao Cui, Chaoyang Li, Jianyang Qin, Lingzhi Wang, Cuiyun Gao, Qing Liao |
| 2026 | BiCD: Learning Conditional Dependence for Continuous Dataset Shift in Regression. | Hongrui Chen, Yiming Zhai, Mingjun Pan, You-Wei Luo |
| 2026 | KFTD: Koopman-Fourier Time-Differentiable Network for Continuous Ocean Spatiotemporal Forecasting. | Qinghui Chen, Zekai Zhang, Hailong Liu, Jinglin Zhang, Cong Bai |
| 2026 | Merchant Category Identification in Weixin Pay. | Aochuan Chen, Haihong Zhao, Simin Huang, Xuan Zong, Jun Zhou, Jia Li |
| 2026 | StormMind: Disentangled Layerwise Modeling for Convective Weather Systems. | Jun Chen, Minghui Qiu, Lin Chen, Yan Fang, Shuxin Zhong, Binghong Chen, Kaishun Wu |
| 2026 | ACT: An Adaptive Combinatorial Testing Framework at Scale. | Yingying Chen, Amitabh Nag, Josh Moore |
| 2026 | Towards A Tri-View Diffusion Framework for Recommendation. | Ximing Chen, Pui Ieng Lei, Yijun Sheng, Yanyan Liu, Zhiguo Gong |
| 2026 | Vistar: Enhancing the Perception Capability of LLMs under Imprecise IMU-Text Alignment. | Yatong Chen, Chenzhi Hu, Bowen He, Ruijie Wang, Xiaomin Ouyang, Shengzhong Liu, Jianxin Li, Fan Wu, Guihai Chen |
| 2026 | Faico: Faithful and Complete Knowledge Graph Augmented Reasoning. | Guo Cheng, Kangfei Zhao, Ke Ye, Pengpeng Qiao, Zhiwei Zhang, Saiguang Che, Shaonan Ma, Mingxing Zhang |
| 2026 | Physics-enhanced Neural Operator: An Application in Simulating Turbulent Transport. | Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia |
| 2026 | Rethinking Temporal Knowledge Graph Representation Learning: From Entities to Evolutionary Event-Centric Clusters. | Qian Chen, Ling Chen |
| 2026 | Chat2Trade: Automating Financial RFQ Parsing with Fine-Tuned LLMs. | Yixuan Cao, Chunhao Yang, Yifan Wang, Jian Wang, Kun Wan, Gang Xiao, Ping Luo |