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Robust 3D Reconstruction from Multi-View Optical Satellite Imagery via Reliability-Aware Height-Evidence Fusion in Gaussian Splatting

Jie Yang, Yingdong Pi, Qiyan Luo, Xiaoyu Wang, Lekang Wen, Mi Wang

2026-09-28

Embodied AI in 6G Networks: From Intelligent Connectivity to Physical Intelligence

Junaid Sajid, Sheikh Salman Hassan, Wenshuai Liu, Yan Kyaw Tun, Yaru Fu, Nguyen H. Tran, Zhu Han, Cedomir Stefanovic, Tharmalingam Ratnarajah, Muhammad Mahtab Alam

2026-09-28

Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction

Kejun Ren, Lei Jin, Tianxin Huang, Lianming Xu, Li Wang

2026-09-28

VCN-Bench: A Video-Contextualized Navigation Benchmark for Spatial Reasoning over Prior Visual Experience

Siqi Zhang, Meng Wei, Chenyang Wan, Shaohao Zhu, Shufan Shen, Xihui Liu, Zhihua Wei, Tai Wang, Jiangmiao Pang

2026-09-28

Compact Feed-Forward 3D Gaussians via Saliency-Guided Primitive Merging

Tim-Felix Faasch, Jochen Kall, Cyrill Stachniss

2026-09-28

Decentralized Gossip Learning and Federated Averaging for Histopathology Image Classification

Yusuf Ozturk, Bengisu Atli, Enes Goktekin, Akin Ozturk, Ulas Bagci

2026-09-28

Triangular Resampling for Long-Horizon Motion Generation

Kunhang Li, Yiyi Cai, Xiangyue Zhang, Fangyuan Tu, Yuhan Wu, Zhixiang Wang, Kaipeng Zhang, Haiyang Liu

2026-09-28

Sufficiency of Zeroth-Order Reward Shaping for Policy Gradient in Stabilization Control

Yisheng Zhang, Tao Wang, Sicun Gao

2026-09-28

Unified Trajectory Matching Policy Optimization: Diverse T2I Generation and VLA Generalization

Zhiyuan Ma, Jiaming Li, Lingzhen Li, Yu Liu, Xuekai Zhu, Dingkang Liang, Kaiyan Zhang, Jianjun Li, Bowen Zhou, Xiang Bai

2026-09-28

Skip What You Can Predict: Predictive Repositioning for Policy Optimization for Efficient LLM Training

Ismam Nur Swapnil, Aranya Saha, Tasneea Zahra, Tanvir Ahmed Khan, Mohammad Ariful Haque, Ser-Nam Lim

2026-09-28

EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration

Wuyang Li, Yang Gao, Mariam Hassan, Lan Feng, Wentao Pan, Po-Chien Luan, Alexandre Alahi

2026-09-28

Predicting Delayed Train Trajectories on the Dutch Railway Network: Explainable AI Evaluation of Topological, Operational and Weather Features with Tree Based Ensemble Methods

Jia Long Bao, Ali Mohammed Mansoor Alsahag, Seyed Sahand Mohammadi Ziabari

2026-09-28

Using LLMs to Detect LLM-Generated Texts: A Cross-Generation Analysis

Haiyue Yuan, Jie Guo, Weidong Qiu, Zheng Huang, Ruizhe Li, Shujun Li

2026-09-28

Jailbreak Context Lingers: Divergent Safety Routing and Its Cross-Task Predictability in Tool Agents

Xi Wang, Songlei Jian, Yiming Zhang, Bin Ji, Zhaoye Li, Ma Jun, Baosheng Wang, Jie Yu

2026-09-28

Natural State-Prediction Accuracy can Hide Weak Controlled Responsiveness in VLA Readouts

Hyungjoon Kim, Wonbin Son, Mi Young Lee, Jun Young Lee, Seungmin Rho

2026-09-28

Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment

Dwip Dalal, Shivansh Patel, Chahit Jain, Jeonghwan Kim, Utkarsh Mishra, Yuchen Song, Alex Baratian, Hyeonjeong Ha, Heng Ji, Svetlana Lazebnik, Unnat Jain

2026-09-28

AgentPerfBench: A Benchmarking and Evaluation Suite for Inference Performance of Agentic LLMs

Cheuk Hang Lau, Zeyu Cao, Kevin Wong Cheuk Yin, Yao Lai, Haoran Wu, Nicholas D. Lane, Robert D. Mullins, Ilia Shumailov, Yiren Zhao

2026-09-28

V-Gym: Enhancing Agentic Visual Reasoning via Skill-Data Co-Evolution

Bei Yan, Yuecong Min, Jie Zhang, Junqi Yang, Shiguang Shan, Xilin Chen

2026-09-28

SOLAR: A State-Driven Online Learning Rate Scheduler for LLM Pretraining

Qiulin Shang, Binyu Wang, Yongqi Qiao, Songde Rao, Zhoutong Wu, Kun Yuan

2026-09-28

Gaussian Relational Graph Transformer

Zezhong Ding, Jin Li, Xugang Wang, Xike Xie

2026-09-28

QuantForge: Discovering Residual Decompositions for MXFP4 Post-Training Quantization

Qiulin Shang, Zhoutong Wu, Jie Hu, Kun Yuan

2026-09-28

From Preference to Reciprocity: Decentralized Matching with Empirically Grounded LLM-agent Based Modeling

Wangxuan Fan, Xiaoyu Nie, Zhoutian Shi, Xiangcheng Meng, Shipei Zeng, Pin Gao, Yan Hu, Zhongxiang Dai

2026-09-28

Fair Fact-Checking: Closing the Cross-Lingual Gap in LLM Factual Judgement with RoSh

Muhammad Ahmad, Fatemeh Seyedin, Adrian Weller, Dongwon Lee, Mahmoudreza Babaei

2026-09-28

Learning What to Recall: Adaptive Multi-Cue Episodic Memory for World Models

Beomsu Kim, Chieh-Hsin Lai, Bac Nguyen, Amir Bar, Jong Chul Ye, Yuki Mitsufuji

2026-09-28

FestDPO: Few-step Generator Alignment with Direct Preference Optimization

Jaewoo Lee, Kyuil Sim, Hyeongyu Kang, Kanghoon Lee, Woocheol Shin, Jinkyoo Park

2026-09-28

Evidence-Aligned Multimodal On-Policy Self-Distillation for Fine-Grained Visual Understanding

Nanxing Hu, Qiwei Yan, Jinchao Zhang, Guoliang Kang

2026-09-28

Hierarchical Clustering and Signal Denoising on Digraphs

Yi Wang, Sippanon Kitimoon, Hrushikesh N. Mhaskar, Xiaosheng Zhuang

2026-09-28

Models Designed to Forget: Machine Unlearning via Key Deletion

Sonia Laguna, Jorge da Silva Goncalves, Moritz Vandenhirtz, Alain Ryser, Irene Cannistraci, Julia E. Vogt

2026-09-28

Two-Timescale Fine-tuning Provably Learns New Features for Two-Layer ReLU Networks

Etienne Boursier, Nicolas Flammarion

2026-09-28

FromPitch2Board: Benchmarking LLM Agents in Long-Horizon Football Management

Peiyu Zang

2026-09-28

Fresh Papers

Moore, Escher, Penrose: A Conformal Golden Braid

Sophia Feldman, Assaf Shocher

2026-10-01

Sphere Encoder 2

Kaiyu Yue, Sean McLeish, Ruchit Rawal, Brian Bartoldson, Menglin Jia, Tom Goldstein

2026-10-01

One Basis to Animate Them All: Gaussian Blendshape Distillation for Real-Time Avatars

Ramazan Fazylov, Stamatis Lefkimmiatis, Ivan Laptev

2026-10-01

KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards

Pengfei Li, Naufal Suryanto, Sicheng Zhang, Muzammal Naseer

2026-10-01

ROWBench: Do Video Models Render What the Program Specifies?

Zheng-Hui Huang, Guixu Lin, Yu-Ju Tsai, Jian-Kai Zhu, Fengbo Lan, Yu-Lun Liu, Yung-Yu Chuang, Kaipeng Zhang, Zhixiang Wang

2026-10-01

Reconstruct, Practice, Go Real: Guided Self-Improvement for Embodied Agents

Yen-Jen Wang, Haozhe Jiang, Shuying Deng, Haoru Xue, Weirui Ye, Rocky Duan, Nika Haghtalab, S. Shankar Sastry, Pieter Abbeel, Haozhi Qi

2026-10-01

Embedding Prediction Helps Image Generation

Sihan Xu, Ji Xie, Zilin Wang, Hui Shen, Stella X. Yu

2026-10-01

SE-GoS: Self-Evolving Graph-of-Skills for Skill Library at Scale

Dawei Fu, Cheng Jiang, Sitian Qian, Huainan Wang, Zhongkai Hao

2026-10-01

ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research

Sohyeon Kim, Yoonho Lee, Bo Liu, Dayoon Ko, Rulin Shao, Seungone Kim, Graham Neubig, Pang Wei Koh, Aakanksha Chowdhery, Akari Asai, Omar Khattab, Yejin Choi, Gunhee Kim, Chelsea Finn

2026-10-01

SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation

Tianjiao Yu, Xinzhuo Li, Yifan Shen, Ying Shen, Kiet A. Nguyen, Adheesh Sunil Juvekar, Ismini Lourentzou

2026-10-01

VISTA: A Visual Harness for Reasoning in an Interactive World

Qiushi Han, Keya Hu, Linlu Qiu, Cathy Wu, Kaiming He

2026-10-01

TACO: Ternary Absolute-max Column-wise One-sparse Optimizer for LLM Fine-Tuning

Jichao Jiang, Cristian McGee, El Houcine Bergou, Hanqin Cai, Aritra Dutta

2026-10-01

HiPhy: Hierarchical Alignment for Physically-Plausible Multi-Principle Video Generation

Tahira Kazimi, Shubhankar Borse, Munawar Hayat, Fatih Porikli, Pinar Yanardag

2026-10-01

FERPO: Forward Entropy-Regularized Policy Optimization

Sebastian Sanokowski, Alireza Sarmadi, Majid Khadiv

2026-10-01

InterEvolve: Test-Time Evolution of Reward Programs for Humanoid Loco-Manipulation

Zhuo Lin, Sirui Xu, Liuyu Bian, Yu-Xiong Wang, Liang-Yan Gui

2026-10-01

Hierarchical Continuous Diffusion Language Models

Hui Ren, Zihan Li, Chang Liu, Huidong Liu, Alexander Schwing

2026-10-01

Cost-augmented Schrödinger bridges on graphs are exactly solvable: a Feynman-Kac tilt replaces learned control

Akshay Balsubramani

2026-10-01

The Missing Primitive: Diagnosing and Repairing Mathematical Reasoning in Large Language Models

Shuo Xing, Zilin Dai, Chengyuan Qian, Fangzhou Lin, Wenjing Chen, Ping He, Pan Lu, Alvaro Velasquez, Mohit Bansal, Zhengzhong Tu

2026-10-01

DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation

Haozhe Xie, Beichen Wen, Jiarui Zheng, Zhaoxi Chen, Fangzhou Hong, Haiwen Diao, Ziwei Liu

2026-10-01

Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning

Cristian McGee, El Houcine Bergou, Aritra Dutta

2026-10-01

Generative modeling of intrinsically disordered protein regions by reinforcing sparse autoencoder features

Jason X. Liu, Sebastian Ibarraran, Frank Hu, Soojung Yang, Xinyu A. Feng, Abigail Park, Anagha Aneesh, Lacramioara Bintu, Alexander R. Dunn, Grant M. Rotskoff

2026-10-01

DMAD: Distribution Matching as Adversarial Distillation for Fast Visual Generation

Zhengming Yu, Junkun Yuan, Haotian Yang, Gordon Guocheng Qian, Yizhi Wang, Angtian Wang, Yiding Yang, Bo Liu, Xin Li, Wenping Wang, Chongyang Ma

2026-10-01

Detecting Multi-Agent Collusion Through Multi-Agent Interpretability

Aaron Rose, Carissa Cullen, Sahar Abdelnabi, Philip Torr, Brandon Gary Kaplowitz, Christian Schroeder de Witt

2026-10-01

Higher-Order Molecular Grammars for Generative and Foundation Models in Chemistry

Yiming Huang, Yujie Zeng, Vijay Prakash Dwivedi, Simone Foti, Jianmin Wang, Jure Leskovec, Tolga Birdal

2026-10-01

Decoding Looped Transformers Better for (Almost) Free

Weihao Liu, Huangjie Zheng, Tianrong Chen, Rohit Dilip, Richard He Bai, Yizhu Jiao, Yuyang Wang, Ruixiang Zhang

2026-10-01

Unifying Distributional Training for One-Step Visual Generation

Chi Zhang, Shi Haoyang, Yueyi Liu, Ruichuan An, Junkang Zhou, Chang Li, Xiuyuan Lu, Yichi Zhang, Bo Wang, Yuhang Wu, Sen Cui, Miao Liu

2026-10-01

SoftServe: A Scalable Quasi-Newton Method for Deep Learning

Joohwan Ko, Tetiana Parshakova, Diana Cai, Robert M. Gower

2026-10-01

OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning

Haibo Wang, Jiteng Mu, Jialu Li, Jingru Yi, Yuanjun Xiong, Jianming Zhang, Lifu Huang, Mingze Xu

2026-10-01

Generative Cinematographer: Composing Camera and Object Motion in 3D

Jiahan Zhang, Chaohao Yang, Namitha Guruprasad, Vivekjyoti Banerjee, Trong-Tung Nguyen, Alan Yuille, Anand Bhattad

2026-10-01

SWE-chat: Coding Agent Interactions From Real Users in the Wild

Joachim Baumann, Vishakh Padmakumar, Xiang Li, John Yang, Diyi Yang, Sanmi Koyejo

2026-10-01

reinforcement learning

Spiking Neural Network Actor-Critic Proximal Policy Optimization Control for Autonomous UAV Navigation Through Constrained Openings in Civil Infrastructure and Buildings

Francis Noah Walugembe, Maciej Wielgosz, Tomaž Goričan, Matej Mertik

2026-09-20

Uncertainty-Aware Selection of Online Algorithms with Simulator Ensembles

Yongyi Guo, Zifan Xu, Ziping Xu, Kelly W. Zhang

2026-09-26

SLMFix: Leveraging Small Language Models for Domain Specific Language Error Fixing with Reinforcement Learning

David Jiahao Fu, Aryan Gupta, Aaron Councilman, Yu-Xiong Wang, Vikram Adve

2026-09-25

Learning to Stop without Learning to Stop: Self-Supervised Confidence Training Improves Reasoning Efficiency

Parsa Hosseini, Akasha Tigalappanavara, Sumit Nawathe, Chenrui Fan, Sourya Basu, Genta Indra Winata, Anirban Das, Soheil Feizi, Nima Chitsazan

2026-09-25

Critic Architecture Matters: Dual vs. Unified Critics for Humanoid Loco-Manipulation

Mehmet Turan Yardımcı

2026-09-25

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

Xiangyuan Xue, Yifan Zhou, Zidong Wang, Shengji Tang, Philip Torr, Wanli Ouyang, Lei Bai, Zhenfei Yin

2026-09-25

HySTAR: Anchored Hypergraphs for Stable Credit Assignment in Cooperative Multi-Agent Reinforcement Learning

Xinglong Luo, Yuding Zhang, Yuheng Kuang, Shuxuan Yuan, Zhenni Zeng, Weiqiang Zhu, Zhenhai Ji, Zhengning Wang

2026-09-25

AV-GRPO: Modality-Anchored Decoupling Diffusion Reinforcement Learning for Joint Audio-Video Generation

Zhiyu Xu, Weilong Yan, Yufei Shi, Shiyang Li, Yihao Liu, Kin-Man Lam, Yuewen Cao

2026-09-25

Genetic Algorithms with Optimization Guided Operators

Anna Brandenberger, Ilan Doron-Arad, Elchanan Mossel

2026-09-25

Topology-Driven Anti-Entanglement Control for Soft Robots

Haoyang Le, Shengxuan Wang, Mohan Chen, Shuo Feng

2026-09-25

CODESKILL: Learning Self-Evolving Skills for Coding Agents

Yanzhou Li, Yiran Zhang, Xiaoyu Zhang, Xiaoxia Liu, Yang Liu

2026-09-25

G2MAF: Test-Time Gradient Guidance for Multi-Agent Flow Policies

Guowei Zou, Haitao Wang, Guoxin Wang, Zhiquan Chen, Beiwen Zhang, Guojie Wang, Hejun Wu

2026-09-25

Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing

Xiang Li, Xueheng Li, Yu Wang, Xuanhua He, Zhangchi Hu, Chengjun Xie

2026-09-25

MA-WAM: Multi-Agent World-Action Model for Test-Time Planning

Guowei Zou, Haitao Wang, Guoxin Wang, Beiwen Zhang, Zhiquan Chen, Guojie Wang, Hejun Wu

2026-09-25

Agentic Limit Order Books: Phase Transitions and Market Impact

Jan Rosenzweig

2026-09-25

Stepwise Intrinsic Rewards for Reasoning in Large Language Models

Xiangwei Wang, Wei Wang, Ken Chen, Nanduni Nimalsiri, Sachith Seneviratne, Saman Halgamuge

2026-09-25

JevAdvBench: A Benchmark and Black-Box Attacks for Reinforcement Learning for Calibrated Decisions Models

Jianyi Hu, Hangtao Zhang, Yi Liu, Yeqi Zeng, Li Zeng, Xianlong Wang, Rui Wang, Leo Yu Zhang

2026-09-25

Provably Safe Sim-to-Real Transfer

Tingting Ni, Maryam Kamgarpour

2026-09-25

Thinking with Cameras: Active Visual Reasoning via Dynamic Viewpoint Control for Surveillance Video Understanding

Xiao Zhang, Wang Zeng, Sheng Jin, Wentao Liu, Chen Qian, Shichao Kan

2026-09-25

Monitor Jailbreaking: Evading Chain-of-Thought Monitoring Without Encoded Reasoning

Julian Schulz

2026-09-25

Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing

Miao Wang, Yuling Shi, Yijiang Li, Yeheng Chen, Xiaodong Gu, Bin Li, Bo Gao, Jun Wang, Zengxin Han, Jingtong Wu, Yaduan Ruan

2026-09-25

Up and Down the Abstraction Ladder: Code-Based Skills for Language Agents

Bartłomiej Cupiał, Jens Tuyls, Maciej Wołczyk, Davide Paglieri, Martin Klissarov, Benjamin Eysenbach, Piotr Miłoś, Karthik R. Narasimhan

2026-09-25

Modeling quantum neural network gradient with reinforcement learning

Nhan Trong Luu, Duong Trung Luu, Nam Ngoc Pham, Thang Cong Truong

2026-09-25

Precision at Speed: Sample-Efficient Online Model-Based Reinforcement Learning for Hydraulic Excavator Control

Claudio Canales, Fang Nan, Marco Hutter, Javier Ruiz-del-Solar

2026-09-25

Robust Successor Features

Erik Nikulski, Yamen Habib, Vicenç Gomez, Anders Jonsson, Rubén Moreno-Bote, Javier Segovia-Aguas

2026-09-25

Lifted Bellman Linear Programming for Offline Reinforcement Learning

Hyukjun Yang, Jongchan Park, Narim Jeong, Donghwan Lee

2026-09-25

MVVBench: Benchmarking 4D Reasoning in Vision-Language Models

Hyungjin Chung, Byeongjun Park, Joonseok Lee, Hojun Kim, Jaeho Choi, Byung-Hoon Kim

2026-09-25

PORL: Pretrained Offline Reinforcement Learning for the Job Shop Scheduling Problem

Mateo Toro Diz, Jonathan Hoss, Noah Klarmann

2026-09-25

ToolSearcher: Optimizing Tool Selection at Scale via Reinforcement Learning

Zhenlong Dai, Xujie Song, Zitong Wang, Tong Niu, Jian liu, Weiqiang Wang, Xiu Tang, Sai Wu, Chang Yao, Jingyuan Chen

2026-09-25

Reflective Policy Optimization

Yaozhong Gan, Renye Yan, Zhe Wu, Junliang Xing

2026-09-21

language

TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling

Julien Knafou, Luc Mottin, Anaïs Mottaz, Alexandre Flament, Patrick Ruch

2026-09-23

Think Multilingual, Not Harder: A Data-Efficient Framework for Teaching Reasoning Models to Code-Switch

Eleanor M. Lin, David Jurgens

2026-09-28

Using LLMs to Detect LLM-Generated Texts: A Cross-Generation Analysis

Haiyue Yuan, Jie Guo, Weidong Qiu, Zheng Huang, Ruizhe Li, Shujun Li

2026-09-28

Natural State-Prediction Accuracy can Hide Weak Controlled Responsiveness in VLA Readouts

Hyungjoon Kim, Wonbin Son, Mi Young Lee, Jun Young Lee, Seungmin Rho

2026-09-28

Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment

Dwip Dalal, Shivansh Patel, Chahit Jain, Jeonghwan Kim, Utkarsh Mishra, Yuchen Song, Alex Baratian, Hyeonjeong Ha, Heng Ji, Svetlana Lazebnik, Unnat Jain

2026-09-28

SOLAR: A State-Driven Online Learning Rate Scheduler for LLM Pretraining

Qiulin Shang, Binyu Wang, Yongqi Qiao, Songde Rao, Zhoutong Wu, Kun Yuan

2026-09-28

From Preference to Reciprocity: Decentralized Matching with Empirically Grounded LLM-agent Based Modeling

Wangxuan Fan, Xiaoyu Nie, Zhoutian Shi, Xiangcheng Meng, Shipei Zeng, Pin Gao, Yan Hu, Zhongxiang Dai

2026-09-28

MechReasoner: A Simulator and Benchmark for Mechanistic Reasoning in Qualitative Physics

Danilo Gusicuma, André Freitas

2026-09-28

Fair Fact-Checking: Closing the Cross-Lingual Gap in LLM Factual Judgement with RoSh

Muhammad Ahmad, Fatemeh Seyedin, Adrian Weller, Dongwon Lee, Mahmoudreza Babaei

2026-09-28

Codoku: Renewable Program-Reasoning Challenges for Frontier Coding Agents

Cong Li, Hao Sun, Zenan Li, Zhendong Su

2026-09-28

Rewarding Novel Deductions: Solver-guided Process Rewards for Logical Reasoning

Muhammad Asif Ali, Wenqing Wang, Huan Wang, Mohammad Raza

2026-09-28

Revitalizing Medical Time Series with Vision-Informed Retrieval: A Vision-Language Perspective

Guoqi Yu, Juncheng Wang, Shujun Wang

2026-09-28

How LLMs Are Persuaded: A Few Attention Heads, Rerouted

Xiangkun Sun, Lingkai Kong, Aoqi Zhang, Liang Zeng, Tonghan Wang

2026-09-28

Nereus: Adaptive Parallelism for LLM Post-Training

Songlin Jiang, Tuo Shi, Sitong Zhang, Zeke Wang, Mario Di Francesco, Bo Zhao

2026-09-28

Backdoor as Probe: Test-Time Adversarial Defense for CLIP

Zhongqi Wang, Jie Zhang, Nie Sen, Zhiyu Chen, Shiguang Shan, Xilin Chen

2026-09-28

QuantForge: Discovering Residual Decompositions for MXFP4 Post-Training Quantization

Qiulin Shang, Zhoutong Wu, Jie Hu, Kun Yuan

2026-09-28

LLMs for Executable Multi-Agent System Specification Generation

Andreas Kouvaras, Periklis Mantenoglou, Alexander Artikis

2026-09-28

Large Language Model Selection with Limited Annotations

Yavuz Durmazkeser, Patrik Okanovic, Andreas Kirsch, Torsten Hoefler, Nezihe Merve Gürel

2026-09-28

Code2Math: Can Your Code Agent Evolve Math Problems Through Exploration?

Dadi Guo, Yuejin Xie, Qingyu Liu, Weixian Huang, Jiayu Liu, Zhiyuan Fan, Qihan Ren, Shuai Shao, Tianyi Zhou, Jianjie Feng, Wenze Su, Yujiu Yang, Dongrui Liu, Yi R. Fung

2026-09-28

Do Papers Tell the Whole Story? A Benchmark and Framework for Uncovering Hidden Implementation Gaps in Bioinformatics

Tianxiang Xu, Xiaoyan Zhu, Xin Lai, Xin Lian, Sizhe Dang, Hangyu Cheng, Jiayin Wang

2026-09-28

A Theory of Reliable Self-Evolution for Agent Harnesses

Qianshu Cai, Yonggang Zhang, Jun Nie, Maohao Ran, Huajiang Zheng, Jun Song, Xinmei Tian, Yike Guo, Wei Xue

2026-09-28

Error-Aware Reverse Auction Mechanism for Large Language Model Routing

Haolong Chen, Zhengyuan Xin, Liang Zhang, Lei Xue, Guangxu Zhu

2026-09-28

PMOPD: Task Ordering, Cycling, and Parameter-Update Subspace Protection in Multi-Teacher On-Policy Distillation

Youzhi Liu, Ruobing Zheng, Boyuan Tong, Tianqi Li, Pingqi Li, Hanbo Bi, Yi Yuan, Jingdong Chen