Title
Seedance 1.0: Exploring the Boundaries of Video Generation Models Yu Gao Haoyuan Guo Tuyen Hoang Weilin Huang Lu Jiang ... Yang Zhao Xiaozheng Zheng Peihao Zhu Jiaxin Zou Feilong Zuo DiffM VGen VLM 27 0 0 01 Jul 2025
ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion Yuanyi Song Pumeng Lyu Ben Fei Fenghua Ling Wanli Ouyang Lei Bai DiffM AI4Cl AI4CE 106 0 0 12 Jun 2025
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation Hongjie Zhu Xiwei Liu Rundong Xue Zeyu Zhang Yong Xu Daji Ergu Ying Cai Yang Zhao 13 0 0 10 Jun 2025
Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library Weixun Wang Shaopan Xiong Gengru Chen Wei Gao Sheng Guo ... Lin Qu Wenbo Su Wei Wang Jiamang Wang Bo Zheng OffRL 63 0 0 06 Jun 2025
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing Diaaeldin Taha James Chapman Marzieh Eidi Karel Devriendt Guido Montúfar 20 0 0 06 Jun 2025
Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning Tianyu Qi Lei Xue Yufeng Zhan Xiaobo Ma AAML 25 0 0 04 Jun 2025
Studying and Improving Graph Neural Network-based Motif Estimation Pedro C. Vieira Miguel E. P. Silva Pedro Manuel Pinto Ribeiro 9 0 0 30 May 2025
Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models Lang Cao Jingxian Xu Hanbing Liu Jinyu Wang Mengyu Zhou Haoyu Dong Shi Han Dongmei Zhang LRM OffRL LMTD ReLM 58 0 0 29 May 2025
Learning Interpretable Differentiable Logic Networks for Tabular Regression C. Yue N. Jha 158 0 0 29 May 2025
360-LLaMA-Factory: Plug & Play Sequence Parallelism for Long Post-Training Haosheng Zou Xiaowei Lv Shousheng Jia Xiangzheng Zhang SyDa LRM 27 0 0 28 May 2025
VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning Guanxing Lu Wenkai Guo Chubin Zhang Yuheng Zhou Haonan Jiang Zifeng Gao Yansong Tang Ziwei Wang OffRL 110 0 0 24 May 2025
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization Zeyuan Ma Yue-Jiao Gong Hongshu Guo Wenjie Qiu Sijie Ma ... Zhiyang Huang Zechuan Huang Guojun Peng Ran Cheng Yining Ma OffRL 75 0 0 23 May 2025
Speechless: Speech Instruction Training Without Speech for Low Resource Languages Alan Dao Dinh Bach Vu Huy Hoang Ha Tuan Le Duc Anh Shreyas Gopal Yue Heng Yeo Warren Keng Hoong Low Eng Siong Chng J. Yip SyDa 89 1 0 23 May 2025
Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models Xuchen Pan Yanxi Chen Yushuo Chen Yuchang Sun Daoyuan Chen ... Yilei Zhang Dawei Gao Yaliang Li Bolin Ding Jingren Zhou OffRL 105 0 0 23 May 2025
s3: You Don't Need That Much Data to Train a Search Agent via RL Pengcheng Jiang Xueqiang Xu Jiacheng Lin Jinfeng Xiao Zifeng Wang Jimeng Sun Jiawei Han OffRL RALM AI4TS LRM 113 1 0 20 May 2025
SHARP: Synthesizing High-quality Aligned Reasoning Problems for Large Reasoning Models Reinforcement Learning Xiong Jun Wu Zhenduo Zhang ZuJie Wen Zhiqiang Zhang Wang Ren ... Xudong Han Chengfu Tang Dingnan Jin Qing Cui Jun Zhou LRM 205 1 0 20 May 2025
HybridServe: Efficient Serving of Large AI Models with Confidence-Based Cascade Routing Leyang Xue Yao Fu Luo Mai Mahesh K. Marina 130 0 0 18 May 2025
Aquarius: A Family of Industry-Level Video Generation Models for Marketing Scenarios Huafeng Shi Jianzhong Liang Rongchang Xie Xian Wu Cheng Chen Chang Liu VGen 77 0 0 14 May 2025
MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining Xiaomi LLM-Core Team Bingquan Xia Bo Shen Cici Dawei Zhu ... Yun Wang Yue Yu Zhenru Lin Zhichao Song Zihao Yue MoE ReLM LRM AI4CE 160 7 0 12 May 2025
A Multi-Agent AI Framework for Immersive Audiobook Production through Spatial Audio and Neural Narration Shaja Arul Selvamani Nia D'Souza Ganapathy AI4CE 122 0 0 08 May 2025
Decentralized Distributed Proximal Policy Optimization (DD-PPO) for High Performance Computing Scheduling on Multi-User Systems Matthew Sgambati Aleksandar Vakanski Matthew Anderson 45 0 0 06 May 2025
Learning and Transferring Physical Models through Derivatives Alessandro Trenta Andrea Cossu Davide Bacciu AI4CE 78 0 0 02 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu Chong Chen Jiadong Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 204 8 0 30 Apr 2025
StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation Yinmin Zhong Zili Zhang Xiaoniu Song Hanpeng Hu Chao Jin ... Changyi Wan Hongyu Zhou Yimin Jiang Yibo Zhu Daxin Jiang OffRL AI4TS 109 1 0 22 Apr 2025
OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training Juntao Zhao Qi Lu Wei Jia Borui Wan Lei Zuo ... Size Zheng Yanghua Peng H. Lin Xin Liu Chuan Wu AI4CE 139 0 0 14 Apr 2025
Efficient LLM Serving on Hybrid Real-time and Best-effort Requests Wan Borui Zhao Juntao Jiang Chenyu Guo Chuanxiong Wu Chuan VLM 153 1 0 13 Apr 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 182 22 0 11 Apr 2025
Wanting to be Understood Chrisantha Fernando Dylan Banarse Simon Osindero 72 1 0 09 Apr 2025
Agent-Arena: A General Framework for Evaluating Control Algorithms Halid Abdulrahim Kadi K. Terzic AI4CE 38 0 0 08 Apr 2025
SLOs-Serve: Optimized Serving of Multi-SLO LLMs Siyuan Chen Zhipeng Jia S. Khan Arvind Krishnamurthy Phillip B. Gibbons 67 4 0 05 Apr 2025
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme Yan Ma Steffi Chern Xuyang Shen Yiran Zhong Pengfei Liu OffRL LRM 130 9 0 03 Apr 2025
PyUAT: Open-source Python framework for efficient and scalable cell tracking Johannes Seiffarth K. Nöh 62 0 0 27 Mar 2025
TerraTorch: The Geospatial Foundation Models Toolkit Carlos Gomes Benedikt Blumenstiel Joao Lucas de Sousa Almeida Pedro Henrique de Oliveira P. Fraccaro Francesc Marti Escofet Daniela Szwarcman Naomi Simumba Romeo Kienzler Bianca Zadrozny 163 1 0 26 Mar 2025
HyperNOs: Automated and Parallel Library for Neural Operators Research Massimiliano Ghiotto 85 1 0 23 Mar 2025
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Nvidia A. Azzolini Junjie Bai Prithvijit Chattopadhyay Huayu Chen ... Xiaodong Yang Zhuolin Yang Jing Zhang Xiaohui Zeng Zhe Zhang AI4CE LM&Ro LRM 193 12 0 18 Mar 2025
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots Nvidia Johan Bjorck Fernando Castañeda Nikita Cherniadev Xingye Da ... Ao Zhang Hao Zhang Yizhou Zhao Ruijie Zheng Yuke Zhu VLM 156 68 0 18 Mar 2025
Training Video Foundation Models with NVIDIA NeMo Zeeshan Patel Ethan He Parth Mannan Xiaowei Ren Ryan Wolf ... Rong Ou Pallab Bhattacharya David Page Nima Tajbakhsh Ashwath Aithal VGen 80 0 0 17 Mar 2025
Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications André Merzky Mikhail Titov Matteo Turilli Ozgur O. Kilic Tianle Wang S. Jha 81 0 0 17 Mar 2025
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints Yuhao Zhou Yuxin Tian Jindi Lv Mingjia Shi Yuanxi Li Qing Ye Shuhao Zhang Jiancheng Lv CLL 108 0 0 15 Mar 2025
The Next Frontier of LLM Applications: Open Ecosystems and Hardware Synergy Xinyi Hou Yanjie Zhao Haoyu Wang 103 1 0 06 Mar 2025
ByteScale: Efficient Scaling of LLM Training with a 2048K Context Length on More Than 12,000 GPUs Hao Ge Junda Feng Qi Huang Fangcheng Fu Xiaonan Nie Lei Zuo Yanghua Peng Tengjiao Wang Xin Liu 104 2 0 28 Feb 2025
Microscopic Propagator Imaging (MPI) with Diffusion MRI Tommaso Zajac Gloria Menegaz Marco Pizzolato MedIm 45 0 0 28 Feb 2025
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning Zexiong Ma Chao Peng Pengfei Gao Xiangxin Meng Yanzhen Zou Bing Xie MoMe OffRL LRM 116 6 0 27 Feb 2025
EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants Franck Cappello Sandeep Madireddy Robert Underwood N. Getty Nicholas Chia ... M. Rafique Eliu A. Huerta Yangqiu Song Ian Foster Rick L. Stevens 130 1 0 27 Feb 2025
Differentially Private Prototypes for Imbalanced Transfer Learning Dariush Wahdany Matthew Jagielski Adam Dziedzic Franziska Boenisch 145 0 0 17 Feb 2025
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Guoqing Ma Haoyang Huang K. Yan L. Chen Nan Duan ... Yansen Wang Yuanwei Lu Yu-Cheng Chen Yu-Juan Luo Yihao Luo DiffM VGen 362 41 0 14 Feb 2025
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society J. Piao Yuwei Yan Jun Zhang Nian Li Junbo Yan ... Fengli Xu Fang Zhang Ke Rong Jun Su Yongqian Li AI4CE 174 24 0 12 Feb 2025
Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction Alexei Figueroa Justus Westerhoff Golzar Atefi Dennis Fast B. Winter Felix Alexader Gers Alexander Loser Wolfang Nejdl 185 0 0 03 Feb 2025
AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science Chenyue Li Wen Deng Mengqian Lu Binhang Yuan ELM AI4Cl LRM 219 0 0 03 Feb 2025
Challenging reaction prediction models to generalize to novel chemistry John Bradshaw Anji Zhang Babak Mahjour David E. Graff Marwin H. S. Segler Connor W. Coley 80 2 0 11 Jan 2025