2026 ICML 2026 Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals Tomoyoshi Kimura, Denizhan Kara, Jinyang Li, Hongjue Zhao, Yigong Hu, Yizhuo Chen, Xiaomin Ouyang, Shengzhong Liu, and Tarek Abdelzaher arXiv Paper ICML 2026 WestWorld: A Knowledge-Encoded Scalable Trajectory World Model for Diverse Robotic Systems Yuchen Wang, Jiangtao Kong, Sizhe Wei, Xiaochang Li, Haohong Lin, Hongjue Zhao, Tianyi Zhou, Lu Gan, and Huajie Shao Spotlight arXiv Paper Code Website ICML 2026 Spotlight Paper Award ICLR 2026 ODESteer: A Unified ODE-Based Steering Framework for LLM Alignment Hongjue Zhao, Haosen Sun, Jiangtao Kong, Xiaochang Li, Qineng Wang, Liwei Jiang, Qi Zhu, Tarek Abdelzaher, Yejin Choi, Manling Li, and Huajie Shao arXiv Paper Code Website 2025 ICLR 2025 Accelerating Neural ODEs: A Variational Formulation-based Approach Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, and Huajie Shao Paper Code ICML 2025 A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments Yuchen Wang, Hongjue Zhao, Haohong Lin, Enze Xu, Lifang He, and Huajie Shao arXiv Paper Code MASS 2025 On Network-Efficient Multimodal Multi-Vantage Foundation Models for Distributed Sensing Tianchen Wang, Yizhuo Chen, Hongjue Zhao, You Lyu, Jinyang Li, Tomoyoshi Kimura, Yigong Hu, Denizhan Kara, Maggie Wigness, Jeffrey Twigg, and others ICCCN 2025 Perturbation-Based Graph Active Learning for Semi-Supervised Belief Representation Learning Dachun Sun, Jinning Li, Xinyi Liu, You Lyu, Hongjue Zhao, Denizhan Kara, and Tarek Abdelzaher arXiv Paper arXiv 2025 SPAR: Self-supervised placement-aware representation learning for multi-node iot systems Yizhuo Chen, Tianchen Wang, You Lyu, Yanlan Hu, Jinyang Li, Tomoyoshi Kimura, Hongjue Zhao, Yigong Hu, Denizhan Kara, and Tarek Abdelzaher arXiv ICCCN 2025 DiffPhys: Differential Physics Augmentations for Enhanced Representations Denizhan Kara, Tomoyoshi Kimura, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Joydeep Bhattacharyya, and Tarek Abdelzaher Paper DCOSS-IoT 2025 RestoreML: Practical unsupervised tuning of deployed intelligent iot systems Jinyang Li, Yizhuo Chen, Ruijie Wang, Tomoyoshi Kimura, Tianshi Wang, You Lyu, Hongjue Zhao, Binqi Sun, Shangchen Wu, Yigong Hu, and others Best Paper Paper DCoSS-IoT 2025 Best Paper Award NeurIPS 2025 AdaTS: Learning Adaptive Time Series Representations via Dynamic Soft Contrasts Denizhan Kara, Tomoyoshi Kimura, Jinyang Li, Bowen He, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Shengzhong Liu, and Tarek F. Abdelzaher Paper 2024 KDD 2024 CAT: Interpretable concept-based taylor additive models Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, and Huajie Shao Best Paper arXiv Paper Code ACM SIGKDD 2024 Best Paper Award
