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Hardware-Aware Learned Representation Compression for Distributed In-Sensor Vision

Chengwei Zhou, Abu Masum, Xuming Chen, Mehran Moghadam, Sreetama Sarkar, Arnab Sanyal, Md Abdullah-Al Kaiser, M. Hassan Najafi, Sercan Aygun, Gourav Datta

2026-09-12

Automated Detection and Structuring of Social Tipping Point Evidence in Climate related Documents: A Modular AI Framework

Kavindu Perera, Mohammad Abaeiani, Ekaterina Gilman, Lauri Loven, Mourad Oussalah, Tassos Kanellos, Beatrice Gobbo, Dante Adami, Nicolò Ferriani, Maximiliano Romero, Pierre Rossel, Marc Bonazountas, Christina Deligianni, Nikos Xyderis, Artur Bogucki, Lampros Argyriou, Prasasthy Balasubramanian

2026-09-10

Decomposition Buys Integrity, Not Yield

Rong He

2026-09-15

Forecasting the Winner of a Live Tennis Match

Charles Xie, Aneesh Muppidi

2026-09-07

SequenceO1: End-to-End Ultra-Long (100K) Sequence Modeling in Recommendation with Low-Rank Caching

Lin Guan, Jia-Qi Yang, Zhishan Zhao, Jiaqi Huang, Hangyu Wang, Longbin Li, Beichuan Zhang, Haonan Jiang, Jinan Ni, Xiangyu Fan, Xiaowen Li, Ziyao Ren, Yuhang Qi, Xiaolong Zhu, Xuanyuan Luo, Qiwei Chen, Yi Cheng, Lele Yu

2026-09-08

Segment Any Motion with Radar: Robust Multimodal Moving-Object Segmentation and Tracking

Jue Wang, Xuan Wang, Hao Zhou, Ruixiang Zhou, Yixuan Zhou, Tianshuo Yuan, Jieming Ma, Jie Zhang, Fei Luo

2026-09-08

CLUES-WEASEL: No additional clues required to choose your time series clustering algorithm

Johann Faouzi

2026-09-07

Large-Scale User Behavior Analysis in Multimodal AI-Assisted Manual Task Execution

Rafael Ferreira, Diogo Tavares, Diogo Glória-Silva, David Semedo, João Magalhães

2026-09-07

Token Efficient Task Execution via Application Behavior Modeling for Web Agents

Alexandru Ianta, Eleni Stroulia

2026-09-11

Marginal-Contribution Policy Gradients under Filtered Feedback for Multi-Agent LLMs

Elai Ben-Gal, Stela Tong

2026-09-08

A Schema Bounded Language Model for Refining Robot Policies Without Destabilizing Local Learning

Chongwen Dong, Mithun Paul Saint-Germain, Pinjari Asif, Carlo R. daCunha

2026-09-04

Forward-Free LLM Depth Pruning via Weight Redundancy

Vincent-Daniel Yun, Woosang Lim

2026-09-09

MARS-CLIP: Multi-Resolution and Attention Refined Zero-Shot Image Segmentation

Nagito Saito, Shintaro Ito, Koichi Ito, Takafumi Aoki

2026-09-08

Safety boundary maintenance in consumer AI systems responding to pediatric health queries: a cross-platform benchmark evaluation under naturalistic and adversarially pressured conditions

Vahideh Zolfaghari, Leila Mashhadi, Mitra Ahadi, Farzaneh Sedaghatkar, MohammadReza Kargozari

2026-09-08

PAC-Bayesian Reconstruction Guarantees for Time Series Variational Autoencoders

Chloé Hashimoto-Cullen, Ghislain Agoua, Benjamin Guedj, Sylvain Le Corff

2026-09-04

LLM-Guided Program Evolution for Circle Packing: Breaking 10 Packomania Records for $28

Wes Sander

2026-09-04

Reconciling Universal and Uniform Learning with $Q$-Aggregation

Mikael Møller Høgsgaard, Patrick Rebeschini, Tobias Wegel

2026-09-04

RoboSPA: Can VLA Models Go Beyond Simple Scenes and Short-Horizon Tasks?

Zhenxuan Fan, Bo Zhang, Yutong Lin, Yuqian Yuan, Juekai Lin, Liang Liang, Zhuoyi Huang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Jun Xiao, Yueting Zhuang

2026-09-04

Squint: Fast Visual Reinforcement Learning for Sim-to-Real Robotics

Abdulaziz Almuzairee, Henrik I. Christensen

2026-09-04

ConWriter: Transition-Constrained Stateful Long-Form Story Generation with Lightweight Neuro-Symbolic Consistency Control

Jindong Li, Yang Yang, Zihao Liu, Yutao Yue, Menglin Yang

2026-09-04

Advancing Subseasonal Forecasting with Machine Learning

Hannah Guan, Soukayna Mouatadid, Paulo Orenstein, Judah Cohen, Haiyu Dong, Zekun Ni, Jeremy Berman, Genevieve Flaspohler, Alex Lu, Jakob Schloer, Joshua Talib, Jonathan A. Weyn, Lester Mackey

2026-09-04

How Does mHC Use Its Residual Streams? Selective Routing and Near-Identity Mixing

Pengxiang Zhao, Xing Li, Xianzhi Yu, Wei Guo, Zhenhua Dong

2026-09-04

An Integrated Vision-and-Language Pretraining (VLP) and Visual Question Answering (VQA) model to Automate Nondestructive Evaluation Image Analysis

Mehrdad Shafiei Dizaji, Hoda Azari

2026-09-04

Testing Interchangeability in LLM Agent Teams

Jianxin Gao, Tianyi Yu, Linna Deng, Runze Li, Zining Wang

2026-09-04

Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference

Mostafa Elhoushi, Alex Pretko, Nolan Dey, Bin Claire Zhang, Gavia Gray, Gurpreet Gosal, Abdulrahman Mahmoud, Shane Bergsma, Joel Hestness

2026-09-04

How to Speculate about Uncertainty in Agentic Coding? A Draft-Model Gate Method

Konstantin Grotov, Valentin Malykh

2026-09-04

Evolving Layer-Specific Scalar Functions for Hardware-Aware Transformer Adaptation

Kieran Carrigg, Sigur de Vries, Amirhossein Sadough, Marcel van Gerven

2026-09-04

Trace2Tower: Transition-Aware EigenTrace Induction of Multi-Level Skills for LLM Agents

Jiazheng Sun, Boyu Yang, Binhao Yuan, Mingxuan Li, Xin Peng

2026-09-04

Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization

Sihan Ge, Yichen Lin, Chenyu Zhou, Jianghao Lin, Tao Yao, Dongdong Ge

2026-09-04

MetroLLM-Bench: Evaluating Language Models as Transit Kiosk Runtimes

Remco Hendriks

2026-09-09

Fresh Papers

Faster Results from a Smarter Schedule: Reframing Collegiate Cross Country through Analysis of the National Running Club Database

Jonathan A. Karr, Ryan M. Fryer, Nitesh V. Chawla

2026-09-15

ICON Decomposition: Auditing deep neural networks for shortcuts by decomposing layer-wise representations using concepts

Roshan Prakash Rane, Marco Simnacher, Manuel Pfeuffer, Marc-Andre Schulz, Nys Tjade Siegel, Maximilian Dreyer, Frederik Pahde, Wojciech Samek, Sonja Greven, Kerstin Ritter

2026-09-15

Agentic Societies Need a Social Harness

Tapan Chugh, Vidushi Singh, Krish Jain, Arvind Krishnamurthy, Ratul Mahajan

2026-09-15

Same Problem, Different Field: Cross-Domain Solution Import via Domain-Stripped Computational Fingerprints

Eryk Kulikowski

2026-09-15

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

Shuhan Xue, Jianyuan Zhong, Ziyuan Nan, Wenbin Li, Zhaochen Yu, Jinchao Ding, Qiang Gao, Pengyu Zhan, Yuntong Zhang, Tian Cheng, Zhenfei Yin, Yingcheng Wu, Ling Yang

2026-09-15

PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control

Chuhao Chen, Peter Wonka, Chaoyang Wang, Chen Wang, Qiao Feng, Sergey Tulyakov, Lingjie Liu

2026-09-15

When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control

Ali Şenol

2026-09-15

What Breaks Under Pruning in Smart Homes, and When? Evaluating LLM Degradation Across Architectures and Task Complexity

Congjing Zhang, Vashishtha Patil, Henning Lange, Usman Aleem

2026-09-15

LACE: Layer-Wise Compression for Dynamic Frame Rate Codecs

Thanapat Trachu, Samuele Cornell, William Chen, Shinji Watanabe

2026-09-15

ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation

Vicky Feliren, A. Taufiq Asyhari, Muhamad Risqi U. Saputra

2026-09-15

CoER: Defending against Adaptive Indirect Prompt Injection via Adversarial Co-Evolution and Refinement

Boyang Zhang, Qingxin Xiao, Lingwei Dang, Qingyao Wu

2026-09-15

Verifiable Social Reasoning for LLM Assistants

Amir Taubenfeld, Zorik Gekhman, Avigail Grinstein-Dabush, Itay Laish, Ariel Goldstein, Marian Croak, Avinatan Hassidim, Yossi Matias, Amir Feder

2026-09-15

FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection

Xiaoxuan Huang, Jinlong Xu, YiZhe Wang, Meng Zhang, Xian Li, Yuying Bian

2026-09-15

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Xingxuan Zhang, Gang Ren, Hao Yuan, Hao Zou, Hongze Tan, Hui Wang, Jianhao Song, Jiansheng Li, Jiayao Zhang, Jinghan Zhang, Kaifang Li, Lang Mo, Li Mao, Mingchao Hao, Nuo Xu, Rui Ding, Ruiji Zhang, Shuyang Li, Siyu Mei, Tianyang Zhang, Weiyang Mu, Yancheng Dong, Yongxian Wei, Yuan Xue, Yuanrui Wang, Yue He, Zijia Yang, Ziyun Li, Dongzhe Li, Fuqiang Wang, Jiandong Liu, Jiawei Chen, Jiaxin Du, Kaijie Cheng, Kehan Li, Lei Sun, Linjun Zhou, Ningbo Dai, Qi Wang, Renzhe Xu, Shaoxing Du, Shumeng Yang, Wang Lu, Wenjing Chu, Xiannan Huang, Xiaoyu Lin, Xing Ai, Xinyan Han, Xuanyue Li, Xuanyue Su, Xukun Zhang, Yan Lu, Yaxin Zhang, Yi Qin, Yifei Huang, Yihan Xu, Yongle Lv, Yuanyuan Jiang, Yushan Han, Peng Cui

2026-09-15

Can LLMs Model Incorrect Student Reasoning? A Case Study on Distractor Generation

Yanick Zengaffinen, Andreas Opedal, Donya Rooein, Kv Aditya Srivatsa, Shashank Sonkar, Mrinmaya Sachan

2026-09-15

Bridging the Gap Between Homogeneous and Heterogeneous Asynchronous Optimization Is Surprisingly Difficult

Alexander Tyurin

2026-09-15

Partial recovery of meter-scale surface weather

Jonathan Giezendanner, Qidong Yang, Ruizhe Huang, Eric Schmitt, Anirban Chandra, Yawen Zhang, Jeremy Vila, Detlef Hohl, Campbell Watson, Sherrie Wang

2026-09-15

Det-LIME: Detector-Aware, Multi-Instance Local Interpretable Model-Agnostic Explanations for Automated Marine Mammal Detection

Jiayi Zhou, David W. Johnston, Brinnae Bent

2026-09-15

Bias-Induced Crossover in Absolute Capacity of Dense Associative Memory

Yuto Sakurai, Takeaki Shimokawa, Kazunori Iwata, Kazushi Mimura

2026-09-15

JustFit: 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management

Yuhua Chen

2026-09-15

Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain Reward Feedback

Haichen Hu, Yuheng Zhang, David Simchi-Levi

2026-09-15

The Verifier is the Curriculum: Precision Sets the Return on Search in Code Self-Distillation

Chenyu Zhou, Qiliang Jiang, Shuning Wu, Xu Zhou

2026-09-15

Decomposition Buys Integrity, Not Yield

Rong He

2026-09-15

The Biomimetic Architecture of Software 4.0

Philip Sheldrake, Dirk Scheffler

2026-09-15

CFGPNet: Cross-Attention-Based Fused Gradient Programmed Network Framework for Multispectral Object Detection

Nima Hatami, Karim Faez, Saeed Sharifian, Hamidreza Amindavar

2026-09-15

Tables Decoded: DELTA for Structure, TARQA for Understanding

Jahanvi Rajput, Dhruv Kudale, Saikiran Kasturi, Utkarsh Verma, Ganesh Ramakrishnan

2026-09-15

CineScale: Tuning-Free High-Resolution Video Generation

Gordon Chen, Haonan Qiu, Ning Yu, Ziqi Huang, Paul Debevec, Ziwei Liu

2026-09-15

ORCA: Occlusion-Aware Refinement and Completion for Novel View Synthesis

Weronika Jakubowska, Maciej Zięba, Przemysław Spurek

2026-09-15

Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science

Honghao Lin, David P. Woodruff, Yuan Deng, Jieming Mao, Song Zuo, Vahab Mirrokni

2026-09-15

An End-to-End Automated Pipeline for Controllable Crack Data Synthesis

Conghui Li, Muxin Pu, Chern Hong Lim, Weiyao Lin, Xin Wang

2026-09-15

reinforcement learning

Independent Learning of Nash Equilibria in Partially Observable Markov Potential Games with Decoupled Dynamics

Philip Jordan, Maryam Kamgarpour

2026-09-11

Large Language Models for HVAC Operations in Building Energy Systems: A Critical Review of Methods, Applications, and Deployment Readiness

Alexander Neubauer, Tianzhen Hong, Han Li, Mengbo Yu, Amin Darbandi, Yannick Fürst, Martin Kriegel

2026-09-04

Squint: Fast Visual Reinforcement Learning for Sim-to-Real Robotics

Abdulaziz Almuzairee, Henrik I. Christensen

2026-09-04

Online Change-point Detection for Cooperative Multi-Agent Reinforcement Learning

Fatemeh Saberi Khomami, Julita Vassileva

2026-09-04

EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents

Mianqiu Huang, Taofeng Xue, Chong Peng, Jinrui Ding, Jie Yang, Sicheng Fan, Jiale Hong, Yufei Gao, Xiaocheng Zhang, Linsen Guo, Xin Yang, Dengchang Zhao, Yuchen Xie, Peng Pei, Xunliang Xie, Xipeng Qiu

2026-09-04

GUT: Quantifying and Optimizing the Reasoning Uncertainty of LLMs via Graph Complexity

Shuang Liang, Xin-Yu Hu, Xiang-Jun Ou, Shao-Qun Zhang

2026-09-04

A Unified Physics-Aware Quantum Machine Learning Framework across Power GaN HEMTs and Logic Nanowire FETs: Predicting Unseen Process Splits and Held-Out Geometry Combinations with Lower Error and Tighter Split-to-Split Variability

Rushat Rai, Yun-Yuan Wang, Autsada Kakaen, Pei-Jie Chang, Doan Viet Nguyen, Yuan-Chieh Chiu, Doldet Tantraviwat, Niall Tumilty, Simon See, Wen-Jay Lee, Tai-Yue Li, Nan-Yow Chen, Tian-Li Wu

2026-09-04

Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points

Dan Ristea, Shae McFadden, Ezzeldin Shereen, Madeleine Dwyer, Sanyam Vyas, Chris Hicks, Vasilios Mavroudis

2026-09-04

First Things First: Teaching LLM-Based Agents to Prioritize Must-Haves before Nice-to-Haves

Tianjie Ju, Xinyue Xu, Wanxuan Sun, Lingxiao Diao, Gongshen Liu, Zhuosheng Zhang, Cheng Yang

2026-09-04

Compression Beyond the Uncompressed: A Two-Stage Training Recipe for Soft Context Compression in RAG

Shuyu Guo, Shuo Zhang, Zhaochun Ren

2026-09-04

SciDocBench: A Workflow-Centered Benchmark and Data Pipeline for Scientific Document Understanding

Shenxi Wu, Yuhong Liu, Haosong Zhang, Tongjin Zou, Yanxun Zhang, Gaochang Chen, Dun Liang, Jiaqi Wang, Zhecan James Wang, Yuhang Zang, Dahua Lin

2026-09-04

Persistent Robot World Models: Stabilizing Multi-Step Rollouts via Reinforcement Learning

Jai Bardhan, Patrik Drozdik, Josef Sivic, Vladimir Petrik

2026-09-04

MePo++: Unifying Representation Refinement and Reconciliation for General Continual Learning

Guanglong Sun, Kanglei Zhou, Liyuan Wang, Qi Cheng, Hongwei Yan, Shuang Cui, Hang Su, Jun Zhu, Yi Zhong

2026-09-04

Compositional Reward Models for Conditional Medical Image Generation

Aayush Kumar Tyagi, Prathosh A. P., Mausam

2026-09-04

HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning

Qingyun Zou, Feng Yu, Hongshi Tan, Yao Chen, Bingsheng He, WengFai Wong

2026-09-04

Improving Weak World Models Behind Strong Agents in Atari Pong

Yukuan Lu, Zaishuo Xia, Weyl Lu, Yubei Chen

2026-09-04

Artificial Intelligence in Equity and Crypto Markets: Progress, Profitability Evidence, and the Limits of Automated Investing

Linsen Zhu, Mengqing Cai

2026-09-04

Search-G1: Grounded Search Agents via Representation-Based Intrinsic Rewards

Ruoxi Cheng, Haoxuan Ma, Hongyi Zhang, Junming Zhang, Ranjie Duan, Qiaolin Xia, Hao Wang, Yu Lu, Haibo Shi, Xingjun Ma

2026-09-04

Beyond Pairwise Preferences: Listwise Reward-Aware Alignment for Diffusion Models

Austin Wang, Jiaqi Han, Stefano Ermon, Yisong Yue

2026-09-04

Optimal Data Acquisition for Reinforcement Learning: A Large Deviations Perspective

Mingjie Hu, Jian-Qiang Hu, Enlu Zhou

2026-09-04

SCRIPT: Scalable Diffusion Policy with Multi-stage Training for Language-driven Physics-Based Humanoid Control

Jingyan Zhang, Han Liang, Ruichi Zhang, Bin Li, Juze Zhang, Xin Chen, Jingya Wang, Lan Xu, Jingyi Yu

2026-09-04

Reinforcement Learning for Sequential Solar PV Policy Design under Uncertainty: An Agent-Based Approach

Iias Faiud, Jonaid Shianifar, Michael Schukat, Karl Mason

2026-09-04

CoSkill: Joint Reinforcement Learning of Reasoning and Meta-Skill Agents for Hierarchical Skill Evolution

Jinyuan Feng, Dongmin Li, Yiqun Chen, Yang Gao, Xing Chen, Huimu Wang, Zhiqiang Pu

2026-09-04

MM-IFEval-Pro: A Multilingual and Attack-Resistant Benchmark for Instruction-Following in Vision-Language Models

Changming Xiao, Zhenliang Ni, Jinhui He, Han Shu, Jie Hu

2026-09-04

Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation

Rui Li, Ke Hao, Yuanzhi Liang, Haibin Huang, Chi Zhang, Yun Gu, Xuelong Li

2026-09-04

Reinforcement Learning for improving Large Language Models' Catalan text simplification capabilities

Arnau Ayguadé Domingo, Stefan Bott, Horacio Saggion

2026-09-04

Generating Constructive Feedback on Stories via Reinforcement Learning

Maja Stahl, Timon Ziegenbein, Henning Wachsmuth

2026-09-04

Sequential Beats Joint: On the Interplay between On-Policy Distillation and RLVR

Boyan Li, Bingsen Chen, Chenghao Yang, Ping Nie, Chen Zhao, Xi Ye

2026-09-04

MultihopSpatial: Multi-hop Compositional Spatial Reasoning Benchmark for Vision-Language Model

Youngwan Lee, Soojin Jang, Yoorhim Cho, Seunghwan Lee, Yong-Ju Lee, Sung Ju Hwang

2026-09-04

HiGFRL: Hierarchical Graph Fusion-Driven Reinforcement Learning for Dependency-Aware Task Scheduling in Heterogeneous Cloud

Tiangang Li, Shi Ying, Xiangbo Tian

2026-09-14

language

Hub-Spectral Activation of Latent Multimodal Knowledge

Ying Guo, Haidong Chen, Linrui Xu, Xiaohao Liu, Chuancheng Shi, Canran Xiao, Dan Zhang, Fei Shen, Li Shen, Tat-Seng Chua

2026-09-15

SQL-Zero: Self-Evolving Text-to-SQL

Daniel Machado Pedrozo, Julia Soares Dollis, Bryan Lincoln Marques de Oliveira, Vinicius Alboneti Aguiar, Sávio Salvarino Teles de Oliveira, Telma Woerle de Lima Soares

2026-09-04

The Biomimetic Architecture of Software 4.0

Philip Sheldrake, Dirk Scheffler

2026-09-15

A Schema Bounded Language Model for Refining Robot Policies Without Destabilizing Local Learning

Chongwen Dong, Mithun Paul Saint-Germain, Pinjari Asif, Carlo R. daCunha

2026-09-04

Forward-Free LLM Depth Pruning via Weight Redundancy

Vincent-Daniel Yun, Woosang Lim

2026-09-09

MARS-CLIP: Multi-Resolution and Attention Refined Zero-Shot Image Segmentation

Nagito Saito, Shintaro Ito, Koichi Ito, Takafumi Aoki

2026-09-08

RoboSPA: Can VLA Models Go Beyond Simple Scenes and Short-Horizon Tasks?

Zhenxuan Fan, Bo Zhang, Yutong Lin, Yuqian Yuan, Juekai Lin, Liang Liang, Zhuoyi Huang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Jun Xiao, Yueting Zhuang

2026-09-04

TeleTables: A Benchmark for Large Language Models in Telecom Table Interpretation

Anas Ezzakri, Nicola Piovesan, Mohamed Sana, Antonio De Domenico, Fadhel Ayed, Haozhe Zhang

2026-09-04

Cross-Task Generalization Between Understanding and Generation in Unified Vision-Language Models: A Controlled Study

Jihai Zhang, Tianle Li, Linjie Li, Zhengyuan Yang, Yu Cheng

2026-09-04

Large Language Models for HVAC Operations in Building Energy Systems: A Critical Review of Methods, Applications, and Deployment Readiness

Alexander Neubauer, Tianzhen Hong, Han Li, Mengbo Yu, Amin Darbandi, Yannick Fürst, Martin Kriegel

2026-09-04

An Integrated Vision-and-Language Pretraining (VLP) and Visual Question Answering (VQA) model to Automate Nondestructive Evaluation Image Analysis

Mehrdad Shafiei Dizaji, Hoda Azari