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PODCAST

Daily Paper Cast

Jingwen Liang, Gengyu Wang

We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast:

science

All Episodes

23:26

Agent Lightning: Train ANY AI Agents with...

Daily Paper Cast ·

2025/08/08

🤗 Upvotes: 24 | cs.AI, cs.LG Authors: Xufang Luo, Yuge Zhang, Zhiyuan He, Zilong Wang, Siyun Zhao, Dongsheng Li, Luna K. Qiu, Yuqing Yang Title: Agent Lightning: Train ANY AI Agents with Reinforcement Learning Arxiv: http://arxiv.org/abs/2508.03680v1 Abstract: We present Agent Lightning, a flexible and extensible framework that enables Reinforcement Learning (RL)-based training

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20:30

Qwen-Image Technical Report

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 91 | cs.CVAuthors: Chenfei Wu, Jiahao Li, Jingren Zhou, Junyang Lin, Kaiyuan Gao, Kun Yan, Sheng-ming Yin, Shuai Bai, Xiao Xu, Yilei Chen, Yuxiang Chen, Zecheng Tang, Zekai Zhang, Zhengyi Wang, An Yang, Bowen Yu, Chen Cheng, Dayiheng Liu, Deqing Li, Hang Zhang, Hao Meng, Hu Wei, Jingyuan Ni, Kai Chen, Kuan Cao, Liang Peng, Lin Qu, Minggang Wu, Peng Wang, Shuting Yu, Tingkun Wen, Wensen Feng, Xiaoxiao Xu, Yi Wang, Yichang Zhang, Yongqiang

en

23:38

SitEmb-v1.5: Improved Context-Aware Dense Retrieval...

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 39 | cs.CL Authors: Junjie Wu, Jiangnan Li, Yuqing Li, Lemao Liu, Liyan Xu, Jiwei Li, Dit-Yan Yeung, Jie Zhou, Mo Yu Title: SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Arxiv: http://arxiv.org/abs/2508.01959v1 Abstract: Retrieval-augmented generation (RAG) over long documents typically involves splitting the

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21:14

CellForge: Agentic Design of Virtual Cell Models

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 30 | cs.LG, cs.AI, cs.CL, q-bio.QM Authors: Xiangru Tang, Zhuoyun Yu, Jiapeng Chen, Yan Cui, Daniel Shao, Weixu Wang, Fang Wu, Yuchen Zhuang, Wenqi Shi, Zhi Huang, Arman Cohan, Xihong Lin, Fabian Theis, Smita Krishnaswamy, Mark Gerstein Title: CellForge: Agentic Design of Virtual Cell Models Arxiv: http://arxiv.org/abs/2508.02276v1 Abstract: Virtual cell modeling

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18:39

Beyond the Trade-off: Self-Supervised Reinforcement...

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 25 | cs.AI Authors: Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu Title: Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following Arxiv: http://arxiv.org/abs/2508.02150v1 Abstract: Reasoning models excel in complex problem solving but exhibit a concerning trade

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21:41

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct...

Daily Paper Cast ·

2025/08/06

🤗 Upvotes: 21 | cs.CR, cs.AI Authors: Sajana Weerawardhena, Paul Kassianik, Blaine Nelson, Baturay Saglam, Anu Vellore, Aman Priyanshu, Supriti Vijay, Massimo Aufiero, Arthur Goldblatt, Fraser Burch, Ed Li, Jianliang He, Dhruv Kedia, Kojin Oshiba, Zhouran Yang, Yaron Singer, Amin Karbasi Title: Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report Arxiv: http://arxiv.org/abs/2508.01059v1

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19:37

Beyond Fixed: Variable-Length Denoising for Diffusion...

Daily Paper Cast ·

2025/08/05

🤗 Upvotes: 39 | cs.CL Authors: Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jiaqi Wang, Dahua Lin Title: Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Arxiv: http://arxiv.org/abs/2508.00819v1 Abstract: Diffusion Large Language Models (DLLMs) are emerging as a powerful alternative to the dominant Autoregressive Large Language Models, offering

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20:57

Cognitive Kernel-Pro: A Framework for Deep Research...

Daily Paper Cast ·

2025/08/05

🤗 Upvotes: 38 | cs.AI, cs.CL Authors: Tianqing Fang, Zhisong Zhang, Xiaoyang Wang, Rui Wang, Can Qin, Yuxuan Wan, Jun-Yu Ma, Ce Zhang, Jiaqi Chen, Xiyun Li, Hongming Zhang, Haitao Mi, Dong Yu Title: Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training Arxiv: http://arxiv.org/abs/2508.00414v1 Abstract: General AI Agents are increasingly

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23:41

PixNerd: Pixel Neural Field Diffusion

Daily Paper Cast ·

2025/08/05

🤗 Upvotes: 33 | cs.CV Authors: Shuai Wang, Ziteng Gao, Chenhui Zhu, Weilin Huang, Limin Wang Title: PixNerd: Pixel Neural Field Diffusion Arxiv: http://arxiv.org/abs/2507.23268v2 Abstract: The current success of diffusion transformers heavily depends on the compressed latent space shaped by the pre-trained variational autoencoder(VAE). However, this two-stage training paradigm

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21:15

Seed-Prover: Deep and Broad Reasoning for Automated...

Daily Paper Cast ·

2025/08/02

🤗 Upvotes: 65 | cs.AI, cs.CL Authors: Luoxin Chen, Jinming Gu, Liankai Huang, Wenhao Huang, Zhicheng Jiang, Allan Jie, Xiaoran Jin, Xing Jin, Chenggang Li, Kaijing Ma, Cheng Ren, Jiawei Shen, Wenlei Shi, Tong Sun, He Sun, Jiahui Wang, Siran Wang, Zhihong Wang, Chenrui Wei, Shufa Wei, Yonghui Wu, Yuchen Wu, Yihang Xia, Huajian Xin, Fan Yang, Huaiyuan Ying, Hongyi Yuan, Zheng Yuan, Tianyang Zhan, Chi Zhang, Yue Zhang, Ge Zhang, Tianyun Zhao, Jianqiu

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21:26

Phi-Ground Tech Report: Advancing Perception in GUI...

Daily Paper Cast ·

2025/08/02

🤗 Upvotes: 28 | cs.CV, cs.AI, cs.MM Authors: Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo Title: Phi-Ground Tech Report: Advancing Perception in GUI Grounding Arxiv: http://arxiv.org/abs/2507.23779v1 Abstract: With the development of multimodal reasoning models, Computer Use Agents (CUAs),

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20:36

ScreenCoder: Advancing Visual-to-Code Generation for...

Daily Paper Cast ·

2025/08/01

🤗 Upvotes: 62 | cs.CVAuthors: Yilei Jiang, Yaozhi Zheng, Yuxuan Wan, Jiaming Han, Qunzhong Wang, Michael R. Lyu, Xiangyu Yue Title: ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents Arxiv: http://arxiv.org/abs/2507.22827v1 Abstract: Automating the transformation of user interface (UI) designs into front-end code holds

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20:32

BANG: Dividing 3D Assets via Generative Exploded...

Daily Paper Cast ·

2025/08/01

🤗 Upvotes: 46 | cs.GR Authors: Longwen Zhang, Qixuan Zhang, Haoran Jiang, Yinuo Bai, Wei Yang, Lan Xu, Jingyi Yu Title: BANG: Dividing 3D Assets via Generative Exploded Dynamics Arxiv: http://arxiv.org/abs/2507.21493v1 Abstract: 3D creation has always been a unique human strength, driven by our ability to deconstruct and reassemble objects using our eyes, mind and hand. However,

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22:33

VL-Cogito: Progressive Curriculum Reinforcement...

Daily Paper Cast ·

2025/08/01

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.CL Authors: Ruifeng Yuan, Chenghao Xiao, Sicong Leng, Jianyu Wang, Long Li, Weiwen Xu, Hou Pong Chan, Deli Zhao, Tingyang Xu, Zhongyu Wei, Hao Zhang, Yu Rong Title: VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Arxiv: http://arxiv.org/abs/2507.22607v2 Abstract: Reinforcement learning has proven its

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24:01

HunyuanWorld 1.0: Generating Immersive, Explorable,...

Daily Paper Cast ·

2025/07/31

🤗 Upvotes: 67 | cs.CVAuthors: HunyuanWorld Team, Zhenwei Wang, Yuhao Liu, Junta Wu, Zixiao Gu, Haoyuan Wang, Xuhui Zuo, Tianyu Huang, Wenhuan Li, Sheng Zhang, Yihang Lian, Yulin Tsai, Lifu Wang, Sicong Liu, Puhua Jiang, Xianghui Yang, Dongyuan Guo, Yixuan Tang, Xinyue Mao, Jiaao Yu, Junlin Yu, Jihong Zhang, Meng Chen, Liang Dong, Yiwen Jia, Chao Zhang, Yonghao Tan, Hao Zhang, Zheng Ye, Peng He, Runzhou Wu, Minghui Chen, Zhan Li, Wangchen Qin, Lei

en

17:59

X-Omni: Reinforcement Learning Makes Discrete...

Daily Paper Cast ·

2025/07/31

🤗 Upvotes: 24 | cs.CV Authors: Zigang Geng, Yibing Wang, Yeyao Ma, Chen Li, Yongming Rao, Shuyang Gu, Zhao Zhong, Qinglin Lu, Han Hu, Xiaosong Zhang, Linus, Di Wang, Jie Jiang Title: X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again Arxiv: http://arxiv.org/abs/2507.22058v1 Abstract: Numerous efforts have been made to extend the

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22:39

ChemDFM-R: An Chemical Reasoner LLM Enhanced with...

Daily Paper Cast ·

2025/07/31

🤗 Upvotes: 21 | cs.CE, cs.AI Authors: Zihan Zhao, Bo Chen, Ziping Wan, Lu Chen, Xuanze Lin, Shiyang Yu, Situo Zhang, Da Ma, Zichen Zhu, Danyang Zhang, Huayang Wang, Zhongyang Dai, Liyang Wen, Xin Chen, Kai Yu Title: ChemDFM-R: An Chemical Reasoner LLM Enhanced with Atomized Chemical Knowledge Arxiv: http://arxiv.org/abs/2507.21990v2 Abstract: While large language models (LLMs)

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22:10

Agentic Reinforced Policy Optimization

Daily Paper Cast ·

2025/07/30

🤗 Upvotes: 84 | cs.LG, cs.AI, cs.CLAuthors: Guanting Dong, Hangyu Mao, Kai Ma, Licheng Bao, Yifei Chen, Zhongyuan Wang, Zhongxia Chen, Jiazhen Du, Huiyang Wang, Fuzheng Zhang, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou Title: Agentic Reinforced Policy Optimization Arxiv: http://arxiv.org/abs/2507.19849v1 Abstract: Large-scale reinforcement learning with verifiable

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22:18

ARC-Hunyuan-Video-7B: Structured Video Comprehension...

Daily Paper Cast ·

2025/07/30

🤗 Upvotes: 50 | cs.CV Authors: Yuying Ge, Yixiao Ge, Chen Li, Teng Wang, Junfu Pu, Yizhuo Li, Lu Qiu, Jin Ma, Lisheng Duan, Xinyu Zuo, Jinwen Luo, Weibo Gu, Zexuan Li, Xiaojing Zhang, Yangyu Tao, Han Hu, Di Wang, Ying Shan Title: ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts Arxiv: http://arxiv.org/abs/2507.20939v1 Abstract: Real-world user-generated

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22:05

A Survey of Self-Evolving Agents: On Path to...

Daily Paper Cast ·

2025/07/30

🤗 Upvotes: 40 | cs.AI Authors: Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Qihan Ren, Cheng Qian, Zhenghailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang Title: A Survey of Self-Evolving Agents: On Path to

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2,195 results

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