UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
Paper·Zihao Huang, Yu Bao, Qiyang Min, Siyan Chen, Ran Guo, Hon…·8/26/2025
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OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation
Paper·Jianwen Jiang, Weihong Zeng, Zerong Zheng, Jiaqi Yang, Ch…·8/26/2025
USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning
Paper·Shaojin Wu, Mengqi Huang, Yufeng Cheng, Wenxu Wu, Jiahe T…·8/26/2025
AetherCode: Evaluating LLMs' Ability to Win In Premier Programming Competitions
Paper·Zihan Wang, Jiaze Chen, Zhicheng Liu, Markus Mak, Yidi Du…·8/22/2025
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization
Paper·Shuaijie She, Yu Bao, Yu Lu, Lu Xu, Tao Li, Wenhao Zhu, S…·8/20/2025
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
Paper·Zhipeng Chen, Xiaobo Qin, Youbin Wu, Yue Ling, Qinghao Ye…·8/14/2025
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
Paper·Yuxuan Song, Zheng Zhang, Cheng Luo, Pengyang Gao, Fan Xi…·8/4/2025
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving
Paper·Luoxin Chen, Jinming Gu, Liankai Huang, Wenhao Huang, Zhi…·8/1/2025
LLaVA-Video: Video Instruction Tuning With Synthetic Data
Paper·Yuanhan Zhang, Jinming Wu, Wei Li, Bo Li, Zejun Ma, Ziwei…·8/1/2025
Emerging Properties in Unified Multimodal Pretraining
Paper·Chaorui Deng, Deyao Zhu, Kunchang Li, Chenhui Gou, Feng L…·7/27/2025
Understanding Chain-of-Thought in LLMs through Information Theory
Paper·Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu·7/10/2025
A Systematic Analysis of Hybrid Linear Attention
Paper·Dustin Wang, Rui-Jie Zhu, Steven Abreu, Yong Shan, Taylor…·7/8/2025
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
Paper·Zhongyuan Peng, Yifan Yao, Kaijing Ma, Shuyue Guo, Yizhe …·7/8/2025
Seedance 1.0: Exploring the Boundaries of Video Generation Models
Paper·Yu Gao, Haoyuan Guo, Tuyen Hoang, Weilin Huang, Lu Jiang,…·6/28/2025
Seedream 3.0 Technical Report
Paper·Yu Gao, Lixue Gong, Qiushan Guo, Xiaoxia Hou, Zhichao Lai…·6/28/2025
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
Paper·Jiaming Han, Hao Chen, Yang Zhao, Hanyu Wang, Qi Zhao, Zi…·6/23/2025
How Far is Video Generation from World Model: A Physical Law Perspective
Paper·Bingyi Kang, Yang Yue, Rui Lu, Zhijie Lin, Yang Zhao, Kai…·6/22/2025
ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs
Paper·Feng He, Zijun Chen, Xinnian Liang, Tingting Ma, Yunqi Qi…·6/18/2025
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
Paper·Jiangjie Chen, Qianyu He, Siyu Yuan, Aili Chen, Zhicheng …·6/9/2025
PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
Paper·Yuchen Lin, Chenguo Lin, Panwang Pan, Honglei Yan, Yiqian…·6/5/2025