Publication Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition Dongyuan Li, Shun Zheng, Chang Xu, Jiang Bian, Renhe Jiang ICLR 2026 | February 2026
Publication Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations Xu Zhang, Junwei Deng, Chang Xu, Hao Li, Jiang Bian January 2026 arXiv | January 2026 Github
Publication Controlled LLM Training on Spectral Sphere Tian Xie, Haoming Luo, Haoyu Tang, Yiwen Hu, Jason Klein Liu, Qingnan Ren, Yang Wang, Wayne Xin Zhao, Rui Yan, Bing Su, Chong Luo, Baining Guo ICML 2026 | January 2026
Publication X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests Jie Wu, Haoling Li, Xin Zhang, Jiani Guo, Jane Luo, Steven Liu, Yangyu Huang, Ruihang Chu, Scarlett Li, Yujiu Yang ArXiv | January 2026, Vol abs/2601.06953
Publication GPU Acceleration of SQL Analytics on Compressed Data Zezhou Huang, Krystian Sakowski, H. Lehnert, Wei Cui, Carlo Curino, Matteo Interlandi, Marius Dumitru, Rathijit Sen VLDB 26 | January 2026
Publication Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization Xueyu Chen, Kaitao Song, Zifan Song, Dongsheng Li, Cairong Zhao AAAI 2026 | January 2026
Publication Can AI Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark Zihan Luo, Hong Huang, Jianxun Lian, Yu Chang, Xing Xie, Hai Jin January 2026 January 2026
Publication MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiya Liu, K. Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, J. Seo, Nadya Yuki Wangsajaya, P. M. Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, T. Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen Annual Meeting of the Association for Computational Linguistics | January 2026
Publication Model-agnostic linear-memory online learning in spiking neural networks Chaoming Wang, Xingsi Dong, Zilong Ji, Mingqing Xiao, Jiedong Jiang, Xiao Liu, Yuxiang Huan, Si Wu Nature Communications | January 2026
Publication Influence-based Online Experience Selection for Effective RLHF Yifan Gong, Jing Yao, Xiting Wang, Xunlong Wang, Xiaoyuan Yi, Xing Xie January 2026 January 2026
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