Daily Paper Cast

🤗 Upvotes: 29 | cs. LG, cs. AI, cs. CL Authors: Yifan Zhang, Yunheng Zou, Shaokun Zhang, Jian Hu, Hao Zhang, Binfeng Xu, Jan Kautz, Yi Dong Title: Agora: Git as Shared Memory for Collective AutoResearch Arxiv: http://arxiv.org/abs/2609.18094v1 Abstract: Autonomous research loops such as AutoResearch show that one coding agent can improve a training setup unattended. Run several of them and each s...

🤗 Upvotes: 24 | cs. AI, cs. CL Authors: Sehee Kim, Yumin Choi, Minki Kang, Sung Ju Hwang Title: EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents Arxiv: http://arxiv.org/abs/2609.17632v1 Abstract: Large language model (LLM) trading agents can combine market data, news, and executable analysis, but their behavior is often controlled by static hand-written tool-u...

🤗 Upvotes: 23 | cs. CV, cs. LG Authors: Mingyang Chen, Shengdong Chen, Xiaoxiao Fu, Bosheng Gong, Haoyuan Guo, Bowen Li, Jiawen Li, Kejun Li, Tianpeng Li, Yin Liu, Haoze Sun, Zeyang Tian, Meng Wang, Xinmiao Wu, Jiangqiao Yan, Zining Zhao Title: Zing-0.5: Toward Playable Worlds with Real-Time Joint Action and Text Control Arxiv: http://arxiv.org/abs/2609.17909v1 Abstract: We introduce Zing-0.5, a...

🤗 Upvotes: 21 | cs. CL, cs. AI, cs. LG Authors: Peter Chen, Xi Chen, Wotao Yin, Tianyi Lin Title: A Zeroth-Order Paradigm for LLM Preference Alignment Arxiv: http://arxiv.org/abs/2609.19144v1 Abstract: Direct preference alignment methods are widely used to align large language models (LLMs) with human preferences because of their computational and memory efficiency. However, likelihood displaceme...

🤗 Upvotes: 271 | cs. LG Authors: Zheyuan Zhang, Alvin Zhang, Daniel Khashabi, Tianmin Shu Title: Continual Learning Mechanisms Compose for Long-Horizon Memorization Arxiv: http://arxiv.org/abs/2609.06986v1 Abstract: Language models may need to internalize information that arrives over time and retain it through many subsequent updates. To study this challenge, we introduce long-horizon memorizati...

🤗 Upvotes: 83 | cs. LG, cs. AI, cs. CL Authors: Yi Duan, Ying Liu, Zirui Tang, Haodong Chen, Jun Zhou, Yumou Liu, Bangrui Xu, Yukai Wu, Sidi Chen, Yuhan Zhou, Haoyu Wang, Xiaoyou Yu, Shaokun Han, Xuzhou Zhu, Le Zhou, Bolin Lu, Wei Zhou, Jiachen Liu, Nuozhou Fang, Jiaxin Tian, Ruoyu Chen, Yuxuan Li, Kai Zuo, Kaiyan Zhang, Qianyu Yang, Zijie Wang, Jiantao Qiu, Conghui He, Guoliang Li, Bowen Zhou, Z...

🤗 Upvotes: 21 | cs. SD, eess. AS Authors: Bin Lin, Bo Zhao, Boyang Zhang, Boyong Wu, Chao Yan, Chen Geng, Chen Wu, Cheng Yi, Chengli Feng, Chenglin Zhu, Chengting Feng, Chengyuan Yao, Daijiao Liu, DanNi Wan, Daxin Jiang, Dongjian Li, Dongqing Pang, Fei Tian, Feng Tian, Future Li, Gang Yu, Guanglong Yang, Haoyang Zhang, Hongyuan Wang, Jia Peng, Jiahao Song, Jialong Xue, Jiamin Fan, Jiangjie Zhen,...

🤗 Upvotes: 159 | cs. AI Authors: Honglin Guo, Tao Gui, Yicheng Chen, Guanting Dong, Qiming Ge, Yuyang Hu, Zixian Huang, Jiajie Jin, Alexander Lam, Yining Li, Jiahang Lin, Yanjiang Liu, Xinyu Lu, Haijun Lv, Junlin Shang, Qisheng Su, Guoqiang Wang, Rui Wang, Zhecan Wang, Hao Xiang, Xinchen Xie, Shuhao Xing, Xiaoyu Xing, Wanghan Xu, Xinyu Yang, Yajie Yang, Chengfeng Zhao, Haoran Zhao, Ruojun Zhou, Y...

🤗 Upvotes: 156 | cs. CL Authors: Tong Zheng, Xidong Wu, Zheng Zhang, Zhankui He, Chaoyi Zhang, Benjamin Coleman, Ruoqiao Wei, Di Bai, Haolin Liu, Rui Liu, Xue Wang, Yue Zhuan, Wang-Cheng Kang, Renkai Xiang, Heng Huang, Xinwu Cheng, Yunsong Guo Title: Dream-RSI: Recursive Self-Improvement through Evolving Worlds Arxiv: http://arxiv.org/abs/2609.14858v1 Abstract: Recursive self-improvement is becom...

🤗 Upvotes: 121 | cs. CV, cs. LG Authors: Jintao Zhang, Kai Jiang, Jintao Chen, Xu Wang, Deyuan Liu, Jungang Li, Dechuang Chen, Ming Lin, Jingjiang Zhou, Haopeng Jin, Qi Jia, Xiaohang Wang, Yaole Wang, Zhanqiang Zhang, Ran Li, Zhengkun Huang, Shuyue Xiong, Yuji Wang, Zikun Dai, Hui He, Yang Luo, Mang Ning, Weiqi Feng, Chengyang Ye, Xinyue Lin, Min Zhao, Hongzhou Zhu, Hengkai Tan, Zeyuan Wang, Chen...

🤗 Upvotes: 120 | cs. AI Authors: Jiyan He, Guang Liang, Hao Liu, Haoxiang Guan, Jinbo Sun, Junyi Guo, Wenjun Feng, Yantai Xie, Yifei Shen, Bin Shao, Chuyang Wei, Kai Chen, Kexin Zhou, Minghang Zhu, Shuxin Zheng, Tie-Yan Liu, Taine Zhao, Wenhui Zhu, Xueyin Xu, Xiaoqing Zhang, Yatao Li, Yuxuan Ren Title: ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search Arxiv...

🤗 Upvotes: 58 | cs. CV, cs. RO Authors: DeepCybo Team, Yu Bin, Haipeng Cao, Zheng Chang, Kai Chen, Youning Chen, Kailin Deng, Yichao Du, Xiaotong Fu, Haoyang Ge, Yunlong Guo, Chenliu Hao, Jiyan He, Xuguo He, Yakun Hou, Kai Hu, Cong Huang, Tuopusen Huang, Yu Huang, Hong Li, Peize Li, Shijie Lian, Xiaopeng Lin, Yun Lin, Haibao Liu, Haochen Liu, Qiuzhi Liu, Shengcai Liu, Zhiqiang Liu, Tao Luo, Peng...

🤗 Upvotes: 24 | cs. AR, cs. LG Authors: Vishesh Tripathi, Abhay Kumar, Ramsha Khan Title: Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction Arxiv: http://arxiv.org/abs/2609.13285v1 Abstract: The KV cache is a primary bottleneck for Transformer decoding: its memory footprint and cache-read traffic grow with sequence length. Grouped-query attention (GQA) reduces this co...

🤗 Upvotes: 98 | cs. CL Authors: Intern-NCP Team, Jiaqi Cao, Chiyu Chen, Shuang Cheng, Xu Cheng, Beiya Dai, Yufan Feng, Kewen Ge, Ruijun Ge, Jiayi Huang, Yang Jiao, Dahua Lin, Zhouhan Lin, Yifan Liu, Yuliang Liu, Biqing Qi, Mowen Ruan, Junzhe Shen, Yunchong Song, Hao Sun, Zhongbo Tian, Yixuan Wang, Rubin Wei, Jiaxin Xiong, Kangyu Yang, Qian Yao, Qi Zhang, Bowen Zhou Title: NCP-ArchPreview Technica...

🤗 Upvotes: 73 | cs. CV Authors: Haiwen Diao, Jiahao Wang, Chenjing Ding, Hanming Deng, Jiangnan Chen, Ruixi Zhang, Ruohui Wang, Wenwen Tong, Xiangyu Fan, Yubo Wang, Yue Zhu, Yuwei Niu, Zhengqi Bai, Zhiqian Lin, Zhitao Yang, Zhongang Cai, Bo Yang, Chen Feng, Chengguang Lv, Guangjia Liu, Guanlin Wang, Hanyu Zhang, Haojia Yu, Hongcan Xiao, Hongli Wang, Huan Wu, Huaping Zhong, Jian Fang, Jianan Fan,...

🤗 Upvotes: 32 | cs. CR Authors: Nanxi Li, Yingzi Ma, Yulong Cao, Edward Suh, Bo Li, Dawn Song, Chaowei Xiao Title: EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents Arxiv: http://arxiv.org/abs/2609.05903v1 Abstract: Large Language Model (LLM) agents are turning language into real-world effects, making safety necessary against both indirect prompt injections and dir...

🤗 Upvotes: 31 | cs. CV, cs. AI Authors: Soohyun Ryu, Sohee Kim, Eunho Yang Title: SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Arxiv: http://arxiv.org/abs/2609.07064v1 Abstract: Large Vision-Language Models (LVLMs) have achieved strong performance on diverse visual tasks, yet their ability to reconstruct and reason about the 3D structure of the scene...

🤗 Upvotes: 43 | cs. RO, cs. AI, cs. CV, cs. MM Authors: Yanzhe Chen, Zechen Bai, Zhijun Cao, Wenzheng Zeng, Kevin Qinghong Lin, Yiqi Lin, Guoqiang Liang, Kevin Yuchen Ma, Qiming Huang, Mike Zheng Shou Title: Show-Harness: Just a VLM Agent Can Play Robots Arxiv: http://arxiv.org/abs/2609.10522v1 Abstract: Foundation vision-language models (VLMs) exhibit broad intelligence about the world, yet tran...

🤗 Upvotes: 32 | cs. CV Authors: Zheng-Hui Huang, Guixu Lin, Jiacheng Lin, Yi-Chuan Huang, Ruihan Yu, Muyao Niu, Siqi Yang, Yu-Lun Liu, Yung-Yu Chuang, Kaipeng Zhang, Zhixiang Wang Title: Programmable World Model Arxiv: http://arxiv.org/abs/2609.10540v1 Abstract: Recent video world models generate increasingly realistic and interactive visual experiences, yet lack reliable mechanisms for maintaini...

🤗 Upvotes: 24 | cs. CL Authors: Ji Soo Lee, Xilun Chen, Pierce Chuang, Ashish Shenoy, Jason Wei, Dohwan Ko, Hyunwoo J. Kim, Benoit Corda Title: WearableQA: A Benchmark for Health Reasoning over Real-World Wearable Data Arxiv: http://arxiv.org/abs/2609.05405v1 Abstract: Recent advances in wearable sensing enable continuous monitoring of physiological and behavioral signals, yet existing benchmarks...

🤗 Upvotes: 134 | cs. CL Authors: NeoHorse Team, Guoliang Cao, Guohao Dai, Tianyu Guo, Kai Han, Hailin Hu, Zihan Jiang, Xiang Kuang, Boxun Li, Yulong Li, Zehua Pei, Yuchuan Tian, Jiamin Wang, Yu Wang, Yunhe Wang, Yihong Wu, Haiyang Xu, Shuo Zhang, Hang Zhou, Siyang Cheng, Jiayu Fan, Wei He, Qingrui Jiao, Hongguang Li, Zhiyuan Li, Runke Liu, Xi Liu, Xinchen Liu, Sinno Jialin Pan, Yi Ren, Liuyang So...

🤗 Upvotes: 57 | cs. LG, cs. CL Authors: Youngrok Park, Sangmin Bae, Hojung Jung, Jongwoo Ko, Yunseon Choi, Young Jin Kim, Pashmina Cameron, Aaron Courville, Se-Young Yun Title: Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Arxiv: http://arxiv.org/abs/2609.08798v1 Abstract: Weak-to-strong generalization asks whether stronger models can learn from weaker supervisors an...

🤗 Upvotes: 57 | eess. AS, cs. AI, cs. LG, cs. MM, cs. SD Authors: Orantqing, Shengpeng Ji, Junlong Tong, Jialong Zuo, Dongjie Fu, Di Cao, Yangzhuo Li, Shangda Wu, Franz, Evan, Theron Veyra, Changhao Pan, Jingyu Lu, Dongchao Yang, Zhifei Xie, Yang Tan, Xiaoyu Shen, Xiaoda Yang, Wenfu Wang, Teddysun, Steveyves, Zhou Zhao, Bryanytian Title: Omni Interaction Agent Technical Report Arxiv: http://arxiv...

🤗 Upvotes: 43 | cs. CV Authors: Hao He, Chengcheng Hu, Zirun Su, Heng Zhang, Haisong Liu, Jinke Li, Haochen Tian, Zhenwei Shen, Hongyang Li, Zhichao Li, Yunchen Yang, Bochao Huang, Siyu Zhang, Kuangye Chen, Xiongjie Zhang, Wentao Dai, Hengchen Dai, Siyuan Liu, Zehao Huang, Naiyan Wang Title: DriveZero: End-to-End Driving Beyond Human Demonstrations Arxiv: http://arxiv.org/abs/2609.06055v1 Abstrac...

🤗 Upvotes: 37 | cs. RO, cs. CV Authors: AgiBot Research Team, Renhang Liu, Wenzhi Zhao, Zhuo Yang, Liliang Chen, Pengfei Zhou, Shengcong Chen, Guanghui Ren, Youlun Peng, Rongjun Jin, Nan Wang, Sukai Wang, Xindong He, Jinyuan Feng, Ziyu Xiong, Linqing Zhong, Yifei Wei, Feng Han, Long Zhang, Da Huang, Nanshu Zhao, Chenghao Yin, Mo Wu, Zhaodong Yan, Kongtao Hu, Yuxiang Yan, Aogelijiang Niyazi, Yu Fa...