Publication Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency Mingqing Xiao, Yansen Wang, Dongqi Han, Caihua Shan, Dongsheng Li ICML 2026 | April 2026
Publication AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation Ziwei Zhou, Zeyuan Lai, Rui Wang, Yifan Yang, Zhening Xing, Yuqing Yang, Qi Dai, Lili Qiu, Chong Luo April 2026 arXiv | April 2026
Publication FlowInOne:Unifying Multimodal Generation as Image-in, Image-out Flow Matching Junchao Yi, Rui Zhao, Jiahao Tang, Weixian Lei, Linjie Li, Qi Su, Zhengyuan Yang, Lijuan Wang, Xiaofeng Zhu, Alex Jinpeng Wang April 2026 arXiv | April 2026
Publication RAGEN-2: Reasoning Collapse in Agentic RL Zihan Wang, Chi Gui, Xing Jin, Qineng Wang, Licheng Liu, Kangrui Wang, Shiqi Chen, Linjie Li, Zhengyuan Yang, Pingyue Zhang, Yiping Lu, Jiajun Wu, Fei-Fei Li, Lijuan Wang, Yejin Choi, Manling Li ICML 2026 | April 2026
Publication Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie April 2026 arXiv | April 2026
Publication Learning Additively Compositional Latent Actions for Embodied AI Hangxing Wei, Xiaoyu Chen, Chuheng Zhang, Tim Pearce, Jianyu Chen, Alex Lamb, Li Zhao, Jiang Bian April 2026 arXiv | April 2026
Publication LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani 2026 COLM | April 2026
Publication Combinatorial Rising Bandits Seockbean Song, Youngsik Yoon, Siwei Wang, Wei Chen, Jungseul Ok The 14th International Conference on Learning Representations (ICLR) | April 2026
Publication Quotient-Space Diffusion Model Yixian Xu, Yusong Wang, Shengjie Luo, Kaiyuan Gao, Tianyu He, Di He, Chang Liu ICLR 2026 | April 2026
Publication Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation Feng Hong, Jiangchao Yao, Yifei Shen, Dongsheng Li, Ya Zhang, Yanfeng Wang ICLR 2026 | April 2026