DetailFlow: 1D Coarse-to-Fine Autoregressive Image Generation via Next-Detail Prediction
Paper·Yiheng Liu, Liao Qu, Huichao Zhang, Xu Wang, Yi Jiang, Yi…·11/11/2025
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SAIL-Embedding Technical Report: Omni-modal Embedding Foundation Model
Paper·Lin Lin, Jiefeng Long, Zhihe Wan, Yuchi Wang, Dingkang Ya…·11/2/2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?
Paper·Kai Yan, Yufei Xu, Zhengyin Du, Xuesong Yao, Zheyu Wang, …·11/1/2025
Scaling Diffusion Transformers Efficiently via $μ$P
Paper·Chenyu Zheng, Xinyu Zhang, Rongzhen Wang, Wei Huang, Zhi …·10/31/2025
FAN: Fourier Analysis Networks
Paper·Yihong Dong, Ge Li, Yongding Tao, Xue Jiang, Kechi Zhang,…·10/26/2025
Video-As-Prompt: Unified Semantic Control for Video Generation
Paper·Yuxuan Bian, Xin Chen, Zenan Li, Tiancheng Zhi, Shen Sang…·10/23/2025
MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
Paper·Weinan Jia, Yuning Lu, Mengqi Huang, Hualiang Wang, Binyu…·10/21/2025
MegaScale-MoE: Large-Scale Communication-Efficient Training of Mixture-of-Experts Models in Production
Paper·Chao Jin, Ziheng Jiang, Zhihao Bai, Zheng Zhong, Juncai L…·10/17/2025
BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving
Paper·Ran Xin, Chenguang Xi, Jie Yang, Feng Chen, Hang Wu, Xia …·10/9/2025
Diffusion Adversarial Post-Training for One-Step Video Generation
Paper·Shanchuan Lin, Xin Xia, Yuxi Ren, Ceyuan Yang, Xuefeng Xi…·10/1/2025
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
Paper·Jiaru Zou, Ling Yang, Jingwen Gu, Jiahao Qiu, Ke Shen, Ji…·9/25/2025
Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning
Paper·Yinjie Wang, Ling Yang, Ye Tian, Ke Shen, Mengdi Wang·9/25/2025
MMaDA: Multimodal Large Diffusion Language Models
Paper·Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yun…·9/25/2025
Lynx: Towards High-Fidelity Personalized Video Generation
Paper·Shen Sang, Tiancheng Zhi, Tianpei Gu, Jing Liu, Linjie Luo·9/19/2025
Robix: A Unified Model for Robot Interaction, Reasoning and Planning
Paper·Huang Fang, Mengxi Zhang, Heng Dong, Wei Li, Zixuan Wang,…·9/11/2025
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
Paper·Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Ho…·9/10/2025
Reverse-Engineered Reasoning for Open-Ended Generation
Paper·Haozhe Wang, Haoran Que, Qixin Xu, Minghao Liu, Wangchuns…·9/7/2025
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Paper·Haoming Wang, Haoyang Zou, Huatong Song, Jiazhan Feng, Ju…·9/5/2025
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
Paper·Qinyan Zhang, Xinping Lei, Ruijie Miao, Yu Fu, Haojie Fan…·9/4/2025
DanceGRPO: Unleashing GRPO on Visual Generation
Paper·Zeyue Xue, Jie Wu, Yu Gao, Fangyuan Kong, Lingting Zhu, M…·8/28/2025
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