Publication SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions Yasheng Sun, Zezi Zeng, Yifan Yang, Chong Luo, Wenyi Wang, Ziwei Liu, Jurgen Schmidhuber July 2026 arXiv | July 2026
Publication Beyond the Single Camera: Agentic Multi-View Reasoning in Sports Video Understanding Kerui Chen, Jinglu Wang, Xiaoyi Zhang, Yan Lu July 2026 arXiv | July 2026
Publication Learning behavior accounts for background-related advantage in AI-assisted education Jingwei Yi, Yueqi Xie, Jiyan He, Rui Ye, Junming Huang, Bin Benjamin Zhu, Sean Rintel, Yueqi Xie, Xing Xie, Fangzhao Wu July 2026 arXiv | July 2026
Publication Robo-ValueRL: Reliable Value Estimation for Offline-to-Online Reinforcement Learning Wenke Xia, Pei Ren, Wenbo Yu, Yizhuo Zhang, Jifan Li, Yixue Zhang, Yinuo Zhao, Qingyang Gao, Jianlong Fu, Jian Tang, Ji-Rong Wen, Zhengping Che, Di Hu July 2026 arXiv | July 2026
Publication From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization Ying Chang, Jiahang Xu, Xuan Feng, Chenyuan Yang, Peng Cheng, Yuqing Yang July 2026 arXiv | July 2026
Publication Can LLMs Really Recover Microservice Failures? A Recovery-Aware Evaluation of Diagnosis-to-Action Reasoning Jiaxing Qi, Zhongzhi Luan, Hongyu Zhang, Shaohan Huang, Carol J. Fung, Yongxin Tong, Hailong Yang, Depei Qian July 2026 arXiv | July 2026
Publication Multi-Turn On-Policy Distillation with Prefix Replay Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei July 2026 arXiv | July 2026
Publication ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Qihao Zhao, Yangyu Huang, Yalun Dai, Lingao Xiao, Jianjun Gao, Xin Zhang, Wenshan Wu, Scarlett Li, Yang He, Yan Lu, Yap Kim Hui | July 2026 Published by Microsoft
Publication ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog Lingao Xiao, Yalun Dai, Yangyu Huang, Qihao Zhao, Wenshan Wu, Hugo He, Ruishuo Chen, Jingming Jiang, Qianli Ma, Jiahuan Zhang, Xin Zhang, Ying Xin, Yang Ou, Yan Xia, Scarlett Li, Longbo Huang, Zhipeng Zhang, Yang He, Yap Kim Hui, Yan Lu July 2026 arXiv | July 2026
Publication SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Yifei Shen, Bo Li, Xinjie Zhang July 2026 arXiv | July 2026
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