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25 papers

1. 29 October 2026 · arXiv 2610.39302

   Proving and Improving the Platonic Representation Hypothesis with JEPAs

   Randall Balestriero, Yann LeCun

   ML methods & theory TheoryLevel 3/5

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   - slug: 2610-39302
     id: "2610.39302"
     title: "Proving and Improving the Platonic Representation Hypothesis with JEPAs"
     authors: ["Randall Balestriero", "Yann LeCun"]
     year: 2026
     url: "https://arxiv.org/abs/2610.39302"
     pdf: "https://arxiv.org/pdf/2610.39302"
     tags: ["ml-methods"]
     kind: "theory"
     relevance: null
     level: 3
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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2. 3 November 2026 · arXiv 2611.05036

   ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents

   Guanting Dong, Zhichao Sun, Xinyu Yang et al.

   Agents & tool useGenAI & LLMsApplied: banking & customer journey MethodLevel 2/5

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   - slug: 2611-05036
     id: "2611.05036"
     title: "ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents"
     authors: ["Guanting Dong", "Zhichao Sun", "Xinyu Yang", "Rui Wang", "Xin Deng", "Jiajie Jin", "Zhixiong Yang", "Junhao Huang", "Han Han", "Mingyu Ma", "Xiaotao Wang", "Yuyang Hu", "Xiaoshuai Song", "Xiaoxi Li", "Jiejun Tan", "Zhecan Wang", "Shihan Dou", "Honglin Guo", "Zhiheng Xi", "Tao Gui", "Tao Ji", "Qi Zhang", "Yutao Zhu", "Ji-Rong Wen", "Zhicheng Dou"]
     year: 2026
     url: "https://arxiv.org/abs/2611.05036"
     pdf: "https://arxiv.org/pdf/2611.05036"
     tags: ["agents", "genai-llm", "applied-finance"]
     kind: "method"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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3. 26 October 2026 · arXiv 2610.26185

   MoveBench: A Rubric-Based Benchmark for Evaluating Large Language Models in Sports and Health Coaching

   Yitong Li, Jiang Bian, Jingling Wang et al.

   GenAI & LLMsEvaluation, safety & governanceRecommenders & Next Best Action BenchmarkLevel 2/5

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   - slug: 2610-26185
     id: "2610.26185"
     title: "MoveBench: A Rubric-Based Benchmark for Evaluating Large Language Models in Sports and Health Coaching"
     authors: ["Yitong Li", "Jiang Bian", "Jingling Wang", "Pan Ding", "Chengying Gu"]
     year: 2026
     url: "https://arxiv.org/abs/2610.26185"
     pdf: "https://arxiv.org/pdf/2610.26185"
     tags: ["genai-llm", "eval-safety", "recsys-nba"]
     kind: "benchmark"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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4. 3 November 2026 · arXiv 2611.04720

   OneTrans-GSR: A Generative Slate Ranking Paradigm Unifying Reranking and Mix-Ranking with One Autoregressive Transformer

   Feng Cheng, Yu-Hsuan Huang, Fengyi Wang et al.

   Recommenders & Next Best ActionBandits & reinforcement learningCausal inference & uplift SystemLevel 2/5

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   - slug: 2611-04720
     id: "2611.04720"
     title: "OneTrans-GSR: A Generative Slate Ranking Paradigm Unifying Reranking and Mix-Ranking with One Autoregressive Transformer"
     authors: ["Feng Cheng", "Yu-Hsuan Huang", "Fengyi Wang", "Chaofan Zhou", "Zhennan Zhu", "Huan He", "Bo Zhang", "Ruoqi Zhang", "Zhanfeng Mo", "Ziwei Liu", "Lanyi Li", "Yifeng Pan", "Junhua Long", "Ziqiu Zhou", "Yue Lin", "Shaowei Liu"]
     year: 2026
     url: "https://arxiv.org/abs/2611.04720"
     pdf: "https://arxiv.org/pdf/2611.04720"
     tags: ["recsys-nba", "bandits-rl", "causal-uplift"]
     kind: "system"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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5. 26 October 2026 · arXiv 2610.34735

   iPrefBench: A User-Centric Benchmark for Personalized Mobile Use Agents

   Yuting Ning, Ruijia Cheng, Sushobhan Ghosh et al.

   Recommenders & Next Best ActionAgents & tool use BenchmarkLevel 2/5

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   - slug: 2610-34735
     id: "2610.34735"
     title: "iPrefBench: A User-Centric Benchmark for Personalized Mobile Use Agents"
     authors: ["Yuting Ning", "Ruijia Cheng", "Sushobhan Ghosh", "Peitong Duan", "HungShi Lin", "Abhishek Sundararajan", "Shreyash Pandey", "Huan Sun", "Jeffrey Nichols", "Eldon Schoop"]
     year: 2026
     url: "https://arxiv.org/abs/2610.34735"
     pdf: "https://arxiv.org/pdf/2610.34735"
     tags: ["recsys-nba", "agents"]
     kind: "benchmark"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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6. 3 November 2026 · arXiv 2611.04916

   Behind Video Generation: Observations and Insights on Multimodal Understanding from Kling

   Kling Team, Dong Chen, Jialu Chen et al.

   GenAI & LLMsBandits & reinforcement learningAgents & tool use SurveyLevel 2/5

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   - slug: 2611-04916
     id: "2611.04916"
     title: "Behind Video Generation: Observations and Insights on Multimodal Understanding from Kling"
     authors: ["Kling Team", "Dong Chen", "Jialu Chen", "Xinlong Chen", "Yifan Dai", "Haotian Dong", "Binzong Geng", "Yushuo Guan", "Minghui Guo", "Guanlin He", "Guanxiao He", "Jingyun Hua", "Yanwei Huang", "Yiyan Ji", "Xueping Jia", "Yizhuo Jia", "Bozhou Li", "Jiaze Li", "Min Li", "Shihao Li", "Shujie Li", "Shengyi Liao", "Weihong Lin", "Shiyuan Liu", "Xinyu Liu", "Siyang Mao", "Xiaoru Qu", "Dianmo Sheng", "Yang Shi", "Jiafu Tang", "Longxiang Tang", "Yuqi Tang", "Chengzhuo Tong", "Kuo Wang", "Qixun Wang", "Rui Wang", "Tianduo Wang", "Yuran Wang", "Zekun Wang", "Zihao Wang", "Boyang Xia", "Yifan Xu", "Liu Yang", "Zhenlong Yuan", "Bohan Zeng", "Mujin Zhang", "Yuanxing Zhang", "Zhicheng Zhang", "Zhuoran Zhang", "Yuanhong Zheng", "Kun Gai", "Chengru Song", "Pengfei Wan"]
     year: 2026
     url: "https://arxiv.org/abs/2611.04916"
     pdf: "https://arxiv.org/pdf/2611.04916"
     tags: ["genai-llm", "bandits-rl", "agents"]
     kind: "survey"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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7. 5 November 2026 · arXiv 2611.08449

   VFlash: Fast, Accurate Visual Planning via Flash Primitive Decoding

   Yu-Cheng Chou, Shihao Wang, Jin Huang et al.

   Tabular & time seriesGenAI & LLMs MethodLevel 2/5

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   - slug: 2611-08449
     id: "2611.08449"
     title: "VFlash: Fast, Accurate Visual Planning via Flash Primitive Decoding"
     authors: ["Yu-Cheng Chou", "Shihao Wang", "Jin Huang", "Chi-Pin Huang", "Chiao-An Yang", "Xianzhe Fan", "Jing Wang", "Zhiqi Li", "Yuanguo Kuang", "Ruijie Zheng", "Johan Bjorck", "Sifei Liu", "Hang Su", "Abhishek Badki", "Lei Zhang", "Alan Yuille", "Linxi "Jim'' Fan", "Jan Kautz", "Zhiding Yu"]
     year: 2026
     url: "https://arxiv.org/abs/2611.08449"
     pdf: "https://arxiv.org/pdf/2611.08449"
     tags: ["tabular-timeseries", "genai-llm"]
     kind: "method"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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8. 30 September 2026 · arXiv 2610.30161

   TauIndianBankBench: Procedure-Aware, Action-Oriented Evaluation of Tool-Using Conversational Agents

   Krishanu Adhikary, Prashant Devadiga

   Applied: banking & customer journeyAgents & tool use MethodLevel 1/5

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   - slug: 2610-30161
     id: "2610.30161"
     title: "TauIndianBankBench: Procedure-Aware, Action-Oriented Evaluation of Tool-Using Conversational Agents"
     authors: ["Krishanu Adhikary", "Prashant Devadiga"]
     year: 2026
     url: "https://arxiv.org/abs/2610.30161"
     pdf: "https://arxiv.org/pdf/2610.30161"
     tags: ["applied-finance", "agents"]
     kind: "method"
     relevance: null
     level: 1
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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9. 4 November 2026 · arXiv 2611.06518

   EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL

   Mingzhe Zheng, Yue Wu, Jing Tan et al.

   Bandits & reinforcement learningAgents & tool use MethodLevel 2/5

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   - slug: 2611-06518
     id: "2611.06518"
     title: "EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL"
     authors: ["Mingzhe Zheng", "Yue Wu", "Jing Tan", "Chang Zou", "Dengyang Jiang", "Zeyue Tian", "Xuanhua He", "Ryan Xu", "Yunyang Ge", "Sihui Ji", "Yunlong Lin", "Kaihang Pan", "Hongru Yan", "Sixiang Chen", "Dianyi Wang", "Julian Zhang", "Weijie Kong", "Changlin Li", "Lanqing Guo", "Zhao Zhong", "Qifeng Chen", "Harry Yang"]
     year: 2026
     url: "https://arxiv.org/abs/2611.06518"
     pdf: "https://arxiv.org/pdf/2611.06518"
     tags: ["bandits-rl", "agents"]
     kind: "method"
     relevance: null
     level: 2
     venue: arXiv preprint
     status: shortlisted
     session: null
     presenter: null
     notes: null
     annotations: []
     added: 2026-11-10
     why: ""
   

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10. 30 October 2026 · arXiv 2611.00172

    From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings

    Ziyin Zhang, Yuyu Guo, Ying Zhang et al.

    Recommenders & Next Best Action SurveyLevel 2/5

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    - slug: 2611-00172
      id: "2611.00172"
      title: "From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings"
      authors: ["Ziyin Zhang", "Yuyu Guo", "Ying Zhang", "Siqiao Xue", "Zihan Liao", "Jin Qin", "Wenjie Yang", "Siyuan Yang", "Shijie Li", "Cheng Chen", "Hao Wu", "Zhaoyang Zhu", "Ruipeng Li", "Zhaokun Jiang", "Lei Lei", "Rui Wang", "Hang Yu", "Rui Wang"]
      year: 2026
      url: "https://arxiv.org/abs/2611.00172"
      pdf: "https://arxiv.org/pdf/2611.00172"
      tags: ["recsys-nba"]
      kind: "survey"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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11. 3 November 2026 · arXiv 2611.04277

    Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training

    Kangning Zhang, Wenxiang Jiao, Bowen Fang et al.

    GenAI & LLMsBandits & reinforcement learning MethodLevel 2/5

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    - slug: 2611-04277
      id: "2611.04277"
      title: "Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training"
      authors: ["Kangning Zhang", "Wenxiang Jiao", "Bowen Fang", "Shuai Shao", "Jiachen Zhu", "Rong Shan", "Shijian Wang", "Hao Wang", "Yuan Lu", "Weiwen Liu", "Weinan Zhang"]
      year: 2026
      url: "https://arxiv.org/abs/2611.04277"
      pdf: "https://arxiv.org/pdf/2611.04277"
      tags: ["genai-llm", "bandits-rl"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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12. 2 November 2026 · arXiv 2611.03092

    Avatar Intelligence: Amplifying Human Agency Through Persistent Personal Agents

    Zheng Wu, Xinbei Ma, Yao Yao et al.

    Agents & tool useRecommenders & Next Best ActionEvaluation, safety & governance PositionLevel 2/5

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    - slug: 2611-03092
      id: "2611.03092"
      title: "Avatar Intelligence: Amplifying Human Agency Through Persistent Personal Agents"
      authors: ["Zheng Wu", "Xinbei Ma", "Yao Yao", "Zhaoyuan Huang", "Haowen Hu", "Yijie Lu", "Taolei Wang", "Yifei Yang", "Wuyue Xiong", "Pengzhou Cheng", "Zhuosheng Zhang"]
      year: 2026
      url: "https://arxiv.org/abs/2611.03092"
      pdf: "https://arxiv.org/pdf/2611.03092"
      tags: ["agents", "recsys-nba", "eval-safety"]
      kind: "position"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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13. 29 October 2026 · arXiv 2610.39497

    Does Scaling Toward AGI Depend on What System-1 Lets System-2 Execute?

    Qi Wang, Yun Qu, Lizhou Cai et al.

    Agents & tool useBandits & reinforcement learning SystemLevel 2/5

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    - slug: 2610-39497
      id: "2610.39497"
      title: "Does Scaling Toward AGI Depend on What System-1 Lets System-2 Execute?"
      authors: ["Qi Wang", "Yun Qu", "Lizhou Cai", "Heming Zou", "Haoang Chi", "Yiqin Lv", "Xiang Li", "Haiyan Feng", "Mengyu Ge", "Yize Geng", "Yuhang Jiang", "Yixiu Mao", "Xiangyang Ji"]
      year: 2026
      url: "https://arxiv.org/abs/2610.39497"
      pdf: "https://arxiv.org/pdf/2610.39497"
      tags: ["agents", "bandits-rl"]
      kind: "system"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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14. 5 November 2026 · arXiv 2611.08237

    Terminal-style Mathematical Modeling Bench: The First Agentic and Verifiable Benchmark for Mathematical Modeling

    Xiaojun Wu, Cehao Yang, Xuhui Jiang et al.

    Agents & tool useGenAI & LLMsRecommenders & Next Best Action BenchmarkLevel 2/5

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    - slug: 2611-08237
      id: "2611.08237"
      title: "Terminal-style Mathematical Modeling Bench: The First Agentic and Verifiable Benchmark for Mathematical Modeling"
      authors: ["Xiaojun Wu", "Cehao Yang", "Xuhui Jiang", "Chengjin Xu", "Jia Li", "Jian Guo"]
      year: 2026
      url: "https://arxiv.org/abs/2611.08237"
      pdf: "https://arxiv.org/pdf/2611.08237"
      tags: ["agents", "genai-llm", "recsys-nba"]
      kind: "benchmark"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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15. 2 November 2026 · arXiv 2611.03233

    Axion 1.0: Open Agent Foundation Models, Simplified

    Yuqi Jia, Yunjie Tian, Jiayu Zheng et al.

    GenAI & LLMsAgents & tool useBandits & reinforcement learning MethodLevel 2/5

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    - slug: 2611-03233
      id: "2611.03233"
      title: "Axion 1.0: Open Agent Foundation Models, Simplified"
      authors: ["Yuqi Jia", "Yunjie Tian", "Jiayu Zheng", "Yijun Liang", "Jingchen Sun", "Mengyu Zhao", "Di Fu"]
      year: 2026
      url: "https://arxiv.org/abs/2611.03233"
      pdf: "https://arxiv.org/pdf/2611.03233"
      tags: ["genai-llm", "agents", "bandits-rl"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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16. 4 November 2026 · arXiv 2611.06483

    What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents?

    Kejian Zhu, Zhuoran Jin, Shangqing Tu et al.

    Agents & tool useBandits & reinforcement learning MethodLevel 2/5

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    - slug: 2611-06483
      id: "2611.06483"
      title: "What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents?"
      authors: ["Kejian Zhu", "Zhuoran Jin", "Shangqing Tu", "Tianyi Men", "Yupu Hao", "Jiachun Li", "Kang Liu", "Jun Zhao"]
      year: 2026
      url: "https://arxiv.org/abs/2611.06483"
      pdf: "https://arxiv.org/pdf/2611.06483"
      tags: ["agents", "bandits-rl"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
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17. 27 October 2026 · arXiv 2610.37666

    ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning

    Chaehyun Kim, Chi-Pin Huang, Jisoo Kim et al.

    Bandits & reinforcement learning MethodLevel 2/5

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    - slug: 2610-37666
      id: "2610.37666"
      title: "ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning"
      authors: ["Chaehyun Kim", "Chi-Pin Huang", "Jisoo Kim", "Min-Hung Chen", "Yu-Chiang Frank Wang", "Seungryong Kim", "Fu-En Yang"]
      year: 2026
      url: "https://arxiv.org/abs/2610.37666"
      pdf: "https://arxiv.org/pdf/2610.37666"
      tags: ["bandits-rl"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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18. 30 October 2026 · arXiv 2610.42149

    Latent Reasoning in Continuous Space for Unified Multimodal Models

    Byungwoo Jeon, Yoonwoo Jeong, Hyunseok Lee et al.

    GenAI & LLMsBandits & reinforcement learning MethodLevel 2/5

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    - slug: 2610-42149
      id: "2610.42149"
      title: "Latent Reasoning in Continuous Space for Unified Multimodal Models"
      authors: ["Byungwoo Jeon", "Yoonwoo Jeong", "Hyunseok Lee", "Minsu Cho", "Jinwoo Shin"]
      year: 2026
      url: "https://arxiv.org/abs/2610.42149"
      pdf: "https://arxiv.org/pdf/2610.42149"
      tags: ["genai-llm", "bandits-rl"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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19. 30 October 2026 · arXiv 2610.16927

    WeFair: Fidelity-Aware Alignment from Human Feedback for Personalized Query Rewriting in Short-Video Search

    Yingtao Ren, Aolin Li, Cheng Cheng et al.

    Causal inference & upliftGenAI & LLMs SystemLevel 2/5

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    - slug: 2610-16927
      id: "2610.16927"
      title: "WeFair: Fidelity-Aware Alignment from Human Feedback for Personalized Query Rewriting in Short-Video Search"
      authors: ["Yingtao Ren", "Aolin Li", "Cheng Cheng", "Huiyun Hu", "Huasheng Liang", "Baoxing Xie", "Jun Yuan", "Haijun Wu", "Yiwei Fu", "Chenxing Wang"]
      year: 2026
      url: "https://arxiv.org/abs/2610.16927"
      pdf: "https://arxiv.org/pdf/2610.16927"
      tags: ["causal-uplift", "genai-llm"]
      kind: "system"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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20. 5 November 2026 · arXiv 2611.07854

    Towards Foundation Decision Models: Drex

    Nischay Dhankhar, Alisher Amantay, Zhanibek Datbayev et al.

    GenAI & LLMsBandits & reinforcement learning SystemLevel 2/5

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    - slug: 2611-07854
      id: "2611.07854"
      title: "Towards Foundation Decision Models: Drex"
      authors: ["Nischay Dhankhar", "Alisher Amantay", "Zhanibek Datbayev", "Darkhan Akhmetov", "Yash Shah", "Nurmukhamed Ubaidullayev", "Raman Saparkhan", "Dos Baha", "Abulhair Saparov"]
      year: 2026
      url: "https://arxiv.org/abs/2611.07854"
      pdf: "https://arxiv.org/pdf/2611.07854"
      tags: ["genai-llm", "bandits-rl"]
      kind: "system"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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21. 27 October 2026 · arXiv 2610.37585

    Timestral

    Adrien Petralia, Alexandre Gavaudan, Artjom Joosen et al.

    Tabular & time series MethodLevel 1/5

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    - slug: 2610-37585
      id: "2610.37585"
      title: "Timestral"
      authors: ["Adrien Petralia", "Alexandre Gavaudan", "Artjom Joosen", "Etienne Goffinet", "Richard Kurle", "Yassine El Ouahidi", "Yassir Bendou", "Abdelaziz Bounhar", "Abhijeet Somani", "Aditi Kabra", "Adrian Valente", "Adrien Sadé", "Ahmed Djermani", "Alan Jeffares", "Albert Jiang", "Alberto Bietti", "Aleksandr Timashov", "Alexandre Cahill", "Alexandre Laval", "Alexandre Sablayrolles", "Alexandros Sanchez Vassopoulos", "Amélie Héliou", "Amos You", "André Jonasson", "Andreas Fürst", "Andrew Bai", "Andrew Ehrenberg", "Andrew Zhao", "Andy Lo", "Angele Lenglemetz", "Anmol Agarwal", "Antonia Calvi", "Arata Suzuki", "Arjun Majumdar", "Arthur Fournier", "Ashwani Kumar", "Augustin Lombard", "Avinash Sooriyarachchi", "Aylin Guliz Akkus", "Aysenur Karaduman", "Baptiste Bout", "Baptiste Rozière", "Barna Pásztor", "Baudouin De Monicault", "Benjamin Holzschuh", "Benjamin Tibi", "Benno Stein", "Bernhard Stadlbauer", "Bhargavi Bhaskar", "Binbing Hou", "Błażej Osiński", "Boris van Breugel", "Camille Le Scao", "Chaoran Yu", "Charlotte Cronjäger", "Chen-Yo Sun", "Chris Bamford", "Christian Wallenwein", "Christophe Renaudin", "Clémence Lanfranchi", "Colin Bonatti", "Corentin Barreau", "Corentin Sautier", "Cristiana-Diana Diaconu", "Cyprien Courtot", "Daniel Lopes", "Daniel Marczak", "Darius Dabert", "Diego de las Casas", "Dominik Nuss", "Dylan Rubini", "Dzmitry Soupel", "Elizaveta Demyanenko", "Elliot Chane-Sane", "Emilien Fugier", "Emmanuel Gottlob", "Erik Aas", "Etienne Duchesne", "Fabian Paischer", "Fabian Schlager", "Faruk Ahmed", "Federico Baldassarre", "Félix Rosseeuw", "Filip Szatkowski", "Filippo Vicentini", "Florian Wiesner", "Gabrielle Berrada", "Gaëtan Ecrepont", "Gaspard Blanchet", "Gaspard Donada-Vidal", "Gaurav Mahajan", "Gauthier Guinet", "Genevieve Hayes", "Georgii Novikov", "Georgios Christoglou", "Giada Pistilli", "Gonzague de Carpentier", "Graeme Nail", "Guillaume Breton", "Guillaume Kunsch", "Guillaume Lample", "Guillaume Martin", "Guillaume Raille", "Guillaume Richard", "Guillem Simeon", "Gunjan Dhanuka", "Gunshi Gupta", "Hamza Senhaji Rhazi", "Han Zhou", "Hédi Hadiji", "Himanshu Jaju", "Hope McGovern", "Hubert de Parseval", "Hugo Cisneros", "Hugo Germain", "Hugo Thimonier", "Hugo Venturini", "Hyeonju Lee", "Hyunwoo Oh", "Iliass Lasri", "Ilyas Oulkadda", "Jacques Sun", "Jan Ludziejewski", "Jason Rute", "Jean de Becdelièvre", "Jean Quentin", "Jean-Malo Delignon", "Jessica Chudnovsky", "Jianchao Li", "Jie Zhang", "Jin Bin Ou", "Joachim Studnia", "Joep Barmentlo", "Johannes Brandstetter", "John Harvill", "Jonas Amar", "Jonas Schweizer", "Jonathan Roberts", "Joséphine Delas", "Josselin Somerville", "Jules Depersin", "Julien Denize", "Julien Tauran", "Julien Verlaguet", "Kartik Khandelwal", "Khyathi Raghavi Chandu", "Kilian Tep", "Konstantin Mishchenko", "Kris Szczepaniak", "Kush Jain", "Larissa Laich", "Laura Calem", "Laurence Aitchison", "Laurent Callot", "Laurent Fainsin", "Léo Cotteleer", "Léonard Blier", "Loïc Chadoutaud", "Loïck Chambon", "Lorenzo Proietti", "Louis Faucon", "Louis Martin", "Louis Serrano", "Lu Li", "Luc Boudier", "Lucas Fernandes Martins", "Lucas Mebille", "Lucile Saulnier", "Ludovic Ho Fuh", "Luis Montero", "Łukasz Borchmann", "Maarten Buyl", "Malik Hassan Raza", "Manon Chossegros", "Marcin Możejko", "Margaret Jennings", "Markus Hennerbichler", "Martin Alexandre", "Mathieu Poirée", "Mathieu Schmitt", "Mathilde Guillaumin", "Mathis Felardos", "Matthieu André", "Matthieu Dinot", "Matthieu Futeral", "Maurits Bleeker", "Mauro Comi", "Max Mynter", "Maxim Berman", "Maxime Darrin", "Maxime Langelier", "Maxime Louis", "Maximilian Augustin", "Maximilian Müller", "Mehdi Bouaziz", "Melina Jingting Laimon", "Mert Unsal", "Mia Chiquier", "Michael Pilcer", "Michał Pietruszka", "Michał Zając", "Mickaël Seznec", "Mikhail Biriuchinskii", "Minh-Quang Pham", "Minwoo Kang", "Mircea Lica", "Morgane Rivière", "Namit Katariya", "Natasha Ørregaard Klingenbrunn", "Nathan Bout", "Nathan Grinsztajn", "Nathan Simpson", "Neeraj Aggarwal", "Neil Ashton", "Neil Mallinar", "Nick Bührer", "Nicolas Moreau", "Nicolò Lucchesi", "Ola Mysiak", "Oliver Leicht", "Olivier Bousquet", "Olivier Koch", "Parag Jain", "Patricia Wang", "Patrick Blies", "Patrick von Platen", "Patryk Saffer", "Paul Jacob", "Paul Teiletche", "Paul Wambergue", "Paula Kurylowicz", "Pavan Kumar Reddy", "Pavel Kuksa", "Philippe Formont", "Philippe Pinel", "Philomène Chagniot", "Pierre Glandon", "Pierre Stock", "Pierre-André Savalle", "Piotr Miłoś", "Poojan Shah", "Prateek Gupta", "Pravesh Agrawal", "Pui Ki Chan", "Quentin Desreumaux", "Quentin Selle", "Quentin Torroba", "Quentin Wargnier", "Quercus Hernandez", "Ram Ramrakhya", "Randall Isenhour", "Ranjit Parva", "Raphaël Balouka", "Raphaël Rialland", "Raul Perez Pelaez", "Reinhard Sonnleitner", "Remi Delacourt", "Rishi Shah", "Rob Romijnders", "Rohan Shah", "Rohin Arora", "Romain Sauvestre", "Roman Soletskyi", "Ronan Riochet", "Rosalie Millner", "Rupert Menneer", "Sagar Vaze", "Samuel Barry", "Samuel Belkadi", "Samuel Humeau", "Samuele Papa", "Sanchit Gandhi", "Sandeep Cranganore", "Sandeep Subramanian", "Sarthak Mittal", "Saskia Adaime", "Scott Matthews", "Sean Cha", "Sebastian Kaltenbach", "Seungjae Jung", "Shashwat Verma", "Sherif Waly", "Shrimai Prabhumoye", "Siddhant Waghjale", "Siddharth Gandhi", "Simon Lepage", "Simon Sorg", "Soham Ghosh", "Sophie Marbach", "Srijan Mishra", "Stanislas Lange", "Steve Hong", "Sumukh Aithal", "Szymon Antoniak", "Tarun Kumar Vangani", "Teddy Turquet", "Teven Le Scao", "Théo Cachet", "Thibaut Lavril", "Thomas Chabal", "Thomas Coste", "Thomas Defard", "Thomas Foubert", "Thomas Loux", "Thomas Robert", "Thomas Wang", "Tianyu Zhang", "Tim Lawson", "Timothée Lacroix", "Timothy Wallis", "Tobias Kronlachner", "Tom Bewley", "Tom Edwards", "Tomas Hodan", "Triantafyllos Afouras", "Tuhin Das", "Tyler Wang", "Udit Saxena", "Ulrick Blé", "Umar Jamil", "Umberto Tomasini", "Valentin Macé", "Van Phung", "Venkata Reddy", "Vibha Masti", "Victor Jouault", "Victor Letzelter", "Victor Paltz", "Victor Poucheret", "Vincent Maladière", "Vincent Pfister", "Virgile Richard", "Vladislav Bataev", "Wassim Bouaziz", "Wen Ding Li", "William Flanagan", "William Havard", "William Marshall", "Witold Jędrzejewski", "Xinghui Li", "Xingran Guo", "Xinyu Yang", "Xuanyu Zhang", "Yann Dreze", "Yann Viegas", "Yannic Neuhaus", "Yassine Turki", "Yessin Moakher", "Yi He", "Yihan Wang", "Yimu Pan", "Yuying Zhu", "Yves Martin des Taillades", "Zaccharie Ramzi", "Zhenlin Xu", "Zsófia Csákány"]
      year: 2026
      url: "https://arxiv.org/abs/2610.37585"
      pdf: "https://arxiv.org/pdf/2610.37585"
      tags: ["tabular-timeseries"]
      kind: "method"
      relevance: null
      level: 1
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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22. 4 November 2026 · arXiv 2611.06741

    TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing

    Ruikang Li, Zixuan Chen, Jiarui Wu et al.

    Evaluation, safety & governance MethodLevel 1/5

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    - slug: 2611-06741
      id: "2611.06741"
      title: "TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing"
      authors: ["Ruikang Li", "Zixuan Chen", "Jiarui Wu", "Mingde Yao", "Yiyuan Zhang", "Yujin Wang", "Hanming Deng", "Lewei Lu", "Tianfan Xue"]
      year: 2026
      url: "https://arxiv.org/abs/2611.06741"
      pdf: "https://arxiv.org/pdf/2611.06741"
      tags: ["eval-safety"]
      kind: "method"
      relevance: null
      level: 1
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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23. 28 October 2026 · arXiv 2610.38568

    A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement

    Yu Liu, Youxing Li, Yuedong Tan et al.

    Evaluation, safety & governance MethodLevel 1/5

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    - slug: 2610-38568
      id: "2610.38568"
      title: "A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement"
      authors: ["Yu Liu", "Youxing Li", "Yuedong Tan", "Zhiwei Yang", "Zihan Su", "Hanqi Feng", "Shaojie Zhang", "Libin Liao", "Zihao Wan", "Chenxu Wu", "Cong Cao", "Fangfang Yuan", "Yanbing Liu", "Ziheng Chen", "Pei Fu", "Radu Timofte", "Zongwei Wu", "Nicu Sebe", "Barnabas Poczos", "Jian Luan"]
      year: 2026
      url: "https://arxiv.org/abs/2610.38568"
      pdf: "https://arxiv.org/pdf/2610.38568"
      tags: ["eval-safety"]
      kind: "method"
      relevance: null
      level: 1
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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24. 3 November 2026 · arXiv 2611.04760

    Koopman Generative Operators for Efficient Probabilistic Time-Series Forecasting

    Raz Marshanski, Liran Nochumsohn, Mayank Jauhari et al.

    Tabular & time series MethodLevel 2/5

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    - slug: 2611-04760
      id: "2611.04760"
      title: "Koopman Generative Operators for Efficient Probabilistic Time-Series Forecasting"
      authors: ["Raz Marshanski", "Liran Nochumsohn", "Mayank Jauhari", "Boris N. Oreshkin", "Omri Azencot"]
      year: 2026
      url: "https://arxiv.org/abs/2611.04760"
      pdf: "https://arxiv.org/pdf/2611.04760"
      tags: ["tabular-timeseries"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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25. 1 November 2026 · arXiv 2611.02112

    Order-Only On-Policy Distillation

    Guangzeng Han, Yu Wu, Xiaolei Huang

    ML methods & theory MethodLevel 2/5

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    - slug: 2611-02112
      id: "2611.02112"
      title: "Order-Only On-Policy Distillation"
      authors: ["Guangzeng Han", "Yu Wu", "Xiaolei Huang"]
      year: 2026
      url: "https://arxiv.org/abs/2611.02112"
      pdf: "https://arxiv.org/pdf/2611.02112"
      tags: ["ml-methods"]
      kind: "method"
      relevance: null
      level: 2
      venue: arXiv preprint
      status: shortlisted
      session: null
      presenter: null
      notes: null
      annotations: []
      added: 2026-11-10
      why: ""
    

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