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Jingwen Liang, Gengyu Wang
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EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
🤗 Upvotes: 105 | cs.CL Authors: Jundong Xu, Qingchuan Li, Jiaying Wu, Yihuai Lan, Shuyue Stella Li, Huichi Zhou, Bowen Jiang, Lei Wang, Jun Wang, Anh Tuan Luu, Caiming Xiong,…
MiniMax Sparse Attention
🤗 Upvotes: 83 | cs.AI Authors: Xunhao Lai, Weiqi Xu, Yufeng Yang, Qiaorui Chen, Yang Xu, Lunbin Zeng, Xiaolong Li, Haohai Sun, Haichao Zhu, Vito Zhang, Pengyu Zhao …
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
🤗 Upvotes: 80 | cs.CV, cs.AI Authors: Seokju Cho, Ryo Hachiuma, Abhishek Badki, Hang Su, Byung-Kwan Lee, Chan Hee Song, Sifei Liu, Subhashree Radhakrishnan, Seungryong Kim,…
InterleaveThinker: Reinforcing Agentic Interleaved Generation
🤗 Upvotes: 73 | cs.CV Authors: Dian Zheng, Harry Lee, Manyuan Zhang, Kaituo Feng, Zoey Guo, Ray Zhang, Hongsheng Li Title: InterleaveThinker:…
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents
🤗 Upvotes: 71 | cs.CL Authors: Jia Deng, Yimeng Chen, Xiaoqing Xiang, Ziyang Zeng, Shuo Tang, Wayne Xin Zhao, Feng Chang, Chuan Hao, Yuan Wei, Ran Tao, Bryan Dai, Ji-Rong…
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
🤗 Upvotes: 71 | cs.CV, cs.AI, cs.CL Authors: Jiaqi Tang, Jianmin Chen, Youyang Zhai, Wei Wei, Runtao Liu, Mengjie Zhao, Xiangyu Wu, Qingfa Xiao, Qifeng Chen …
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling
🤗 Upvotes: 69 | cs.LG, cs.AI, cs.CL Authors: Jiacheng Chen, Xinyu Zhang, Shunkai Zhang, Yanmohan Wang, Lin Li, Tiancheng Qin, Qin Wang, Zhengmao Zhu, Tianle Li, Jingyang Li,…
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
🤗 Upvotes: 60 | cs.AI Authors: Wanli Li, Bowen Zhou, Yunyao Yu, Zhou Xu, Yifan Yang, Dongsheng Li, Caihua Shan Title: WeaveBench: A Long-Horizon,…
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
🤗 Upvotes: 50 | cs.CL, cs.AI, cs.LG, cs.MM, cs.RO Authors: Baochang Ren, Xinjie Liu, Xi Chen, Yanshuo Liu, Chenxi Li, Daqi Gao, Zeqin Su, Jintao Xing, Zirui Xue, Rui Li,…
HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Guozhen Zhang, Xuerui Qiu, Yutao Cui, Tianhui Song, Changlin Li, Junzhe Li, Tao Huang, Xiao Zhang, Yang Li, Jianbing Wu, Miles Yang,…
ABot-Earth 0.5: Generative 3D Earth Model
🤗 Upvotes: 197 | cs.CV Authors: Ming Qian, Tianjian Ouyang, Mingchao Sun, Zijian Wang, Jincheng Xiong, Jiarong Han, Yongchang Zhang, Jiawei Zhang, Xu Wang, Yu Liu, Luyang…
Kwai Keye-VL-2.0 Technical Report
🤗 Upvotes: 171 | cs.CV Authors: Kwai Keye Team, Bin Wen, Changyi Liu, Chengru Song, Chongling Rao, Guowang Zhang, Han Li, Haonan Fan, Hengrui Ju, Jiankang Chen, Jiapeng Chen,…
Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution
🤗 Upvotes: 73 | cs.AI Authors: Xucong Wang, Ziyu Ma, Shidong Yang, Tongwen Huang, Pengkun Wang, Yong Wang, Xiangxiang Chu Title: Role-Agent:…
Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference
🤗 Upvotes: 48 | cs.AI, cs.CL, cs.LG Authors: Wenbo Pan, Shujie Liu, Chin-Yew Lin, Jingying Zeng, Xianfeng Tang, Xiangyang Zhou, Yan Lu, Xiaohua Jia Title: …
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research
🤗 Upvotes: 46 | cs.AI Authors: Pu Ning, Quan Chen, Kun Tao, Xinyu Tang, Tianshu Wang, Qianggang Cao, Xinyu Kong, Zujie Wen, Zhiqiang Zhang, Jun Zhou Title: …
Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning
🤗 Upvotes: 41 | cs.LG, cs.AI Authors: Renjie Mao, Xiangxin Zhou, Lvfang Tao, Yixin Ding, Yu Shi, Yongguang Lin, Yuheng Wu, Honglin Zhu, Qian Qiu, Wenxi Zhu …
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models
🤗 Upvotes: 35 | cs.LG Authors: Bowen Ping, Xiangxin Zhou, Penghui Qi, Minnan Luo, Liefeng Bo, Tianyu Pang Title: Flow-DPPO: Divergence Proximal…
SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning
🤗 Upvotes: 32 | cs.CV Authors: Wenhao Yan, Fengjia Guo, Zhuoyi Yang, Jie Tang Title: SCAIL-2: Unifying Controlled Character Animation with End-to-end…
Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization
🤗 Upvotes: 29 | cs.CV Authors: Paul Hyunbin Cho, Jinhyuk Jang, SeokYoung Lee, Joungbin Lee, Siyoon Jin, Heeseong Shin, Jung Yi, Yunjin Park, Chulmin Park, Seungryong Kim …
Agents' Last Exam
🤗 Upvotes: 115 | cs.AI, cs.CL, cs.LG Authors: Yiyou Sun, Xinyang Han, Weichen Zhang, Yuanbo Pang, Tianyu Wang, Yuhan Cao, Yixiao Huang, Chris Duroiu, Haoyun Zhang, Jeffrey…
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Daily Paper Cast has published 1967 episodes since November 2024, covering topics in Science, Technology.
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