Podcast Episodes

Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution

Episode 1955

🤗 Upvotes: 73 | cs.AI

Authors:
Xucong Wang, Ziyu Ma, Shidong Yang, Tongwen Huang, Pengkun Wang, Yong Wang, Xiang…

3 weeks ago

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Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference

Episode 1954

🤗 Upvotes: 48 | cs.AI, cs.CL, cs.LG

Authors:
Wenbo Pan, Shujie Liu, Chin-Yew Lin, Jingying Zeng, Xianfeng Tang, …

3 weeks ago

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SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research

Episode 1953

🤗 Upvotes: 46 | cs.AI

Authors:
Pu Ning, Quan Chen, Kun Tao, Xinyu Tang, Tianshu Wang, Qianggang Cao, Xinyu Kong,…

3 weeks ago

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Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning

Episode 1952

🤗 Upvotes: 41 | cs.LG, cs.AI

Authors:
Renjie Mao, Xiangxin Zhou, Lvfang Tao, Yixin Ding, Yu Shi, Yongguang Lin, …

3 weeks ago

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Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models

Episode 1951

🤗 Upvotes: 35 | cs.LG

Authors:
Bowen Ping, Xiangxin Zhou, Penghui Qi, Minnan Luo, Liefeng Bo, Tianyu Pang

…

3 weeks ago

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SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning

Episode 1950

🤗 Upvotes: 32 | cs.CV

Authors:
Wenhao Yan, Fengjia Guo, Zhuoyi Yang, Jie Tang

Title:
SCA…

3 weeks ago

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Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization

Episode 1949

🤗 Upvotes: 29 | cs.CV

Authors:
Paul Hyunbin Cho, Jinhyuk Jang, SeokYoung Lee, Joungbin Lee, Siyoon Jin, Heeseong…

3 weeks ago

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Agents' Last Exam

Episode 1948

🤗 Upvotes: 115 | cs.AI, cs.CL, cs.LG

Authors:
Yiyou Sun, Xinyang Han, Weichen Zhang, Yuanbo Pang, Tianyu Wang, Y…

3 weeks, 1 day ago

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SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Episode 1947

🤗 Upvotes: 102 | cs.SE, cs.CL

Authors:
Shaoqiu Zhang, Yuhang Wang, Jialiang Liang, Yuling Shi, Wenhao Zeng, Maoq…

3 weeks, 1 day ago

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On the Geometry of On-Policy Distillation

Episode 1946

🤗 Upvotes: 59 | cs.LG, cs.AI

Authors:
Zhennan Shen, Yanshu Li, Qingyu Yin, Chak Tou Leong, Zhilin Wang, Yanxu Ch…

3 weeks, 1 day ago

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