Publication Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo ICML 2026 | March 2026
Publication CTI-REALM: Benchmark to Evaluate Agent Performance on Security Detection Rule Generation Capabilities Arjun Chakraborty, Sandra Ho, Adam Cook, Manuel Mel'endez March 2026 arXiv | March 2026
Publication Deep-Learning-Designed AlGaAs Interface Linking Trapped Ions to Telecom Quantum Networks I. Simeone, Giorgio Maltese, V. Cambier, J. Likforman, M. Ravaro, L. Guidoni, F. Baboux, S. Ducci March 2026 arXiv | March 2026
Publication Interrogating Design Homogenization in Web Vibe Coding Donghoon Shin, Alice Gao, Rock Yuren Pang, Jaewook Lee, Katharina Reinecke, Emily Tseng March 2026 arXiv | March 2026
Publication Resolving Interference (RI): Disentangling Models for Improved Model Merging Pratik Ramesh, George Stoica, Arun Iyer, Leshem Choshen, Judy Hoffman March 2026 arxiv | March 2026
Publication Spatially Grounded Long-Horizon Task Planning in the Wild Sehun Jung, Hyunjee Song, Donghyun Kim, Reuben Tan, Jianfeng Gao, Yong Jae Lee, Donghyun Kim March 2026 arXiv | March 2026
Publication FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance Quanhao Li, Zhen Xing, Rui Wang, Haidong Cao, Qiaofei Dai, Daoguo Dong, Zuxuan Wu March 2026 arXiv | March 2026
Publication EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang March 2026 arXiv | March 2026
Publication ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao IEEE Transactions on Image Processing | March 2026, Vol 35: pp. 2714-2726
Publication Matching Features, Not Tokens: Energy-Based Fine-Tuning of Language Models Samy Jelassi, Mujin Kwun, Rosie Zhao, Yuanzhi Li, Nicolo Fusi, Yilun Du, Sham Kakade, Carles Domingo-Enrich March 2026 arXiv | March 2026