Ax Avinash Krishna, Kalyana Chadalavada, Unso Eun Seo Jo 5/7/2026

Same Voice, Different Lab: On the Homogenization of Frontier LLM Personalities

Large-scale analysis showing frontier LLM personalities converge toward similar trait expressions despite different training.

Ax Xiao Li, Xiang Zheng, Yifeng Gao, Xinyu Xia, Yixu Wang, Xin Wang, Ye Sun, Yunhan Zhao, Ming Wen, Jiayu Li, Xun Gong, Yi Liu, Yige Li, Yutao Wu, Cong Wang, Jun Sun, Yixin Cao, Zhineng Chen, Jingjing Chen, Tao Gui, Qi Zhang, Zuxuan Wu, Xipeng Qiu, Xuanjing Huang, Tiehua Zhang, Zhipeng Wei, Hanxun Huang, Sarah Erfani, James Bailey, Jianping Wang, Wei-Ying Ma, Bo Li, Xingjun Ma, Yu-Gang Jiang 5/7/2026

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses

Survey of safety risks, attacks, and defenses in embodied AI systems operating in autonomous domains.

Ax Yu Xie, Ying Qi 5/7/2026

From Passive Feeds to Guided Discovery: AI-Initiated Interaction for Vague Intent in Content Exploration

AI interface for content exploration when users have vague intent, between passive feeds and structured search.

Ax Julia Wagner, Tim Schlippe 5/7/2026

A User-Centric Analysis of Explainability in AI-Based Medical Image Diagnosis

User-centric evaluation of explainability methods for AI-based medical image diagnosis systems.

Ax Bumjun Kim, Albert No 5/7/2026

Memorization In Stable Diffusion Is Unexpectedly Driven by CLIP Embeddings

Investigation of CLIP embedding contributions to memorization in Stable Diffusion text-to-image models.

Ax Kazuki Egashira, Mark Vero, Jasper Dekoninck, Florian E. Dorner, Robin Staab, Martin Vechev 5/7/2026

Delay, Plateau, or Collapse: Evaluating the Impact of Systematic Verification Error on RLVR

Analysis of how verification errors impact reinforcement learning with verifiable rewards for LLM reasoning tasks.

Ax Sakshi Agarwal, Aishik Konwer, Ankit Parag Shah 5/7/2026

Reasoning-Guided Grounding: Elevating Video Anomaly Detection through Multimodal Large Language Models

Vision-language model approach for video anomaly detection with interpretable reasoning and spatial localization.

Ax Ismail Hossain, Sai Puppala, Jannatul Ferdaus, Md Jahangir Alam, Yoonpyo Lee, Syed Bahauddin Alam, Sajedul Talukder 5/7/2026

When Safety Geometry Collapses: Fine-Tuning Vulnerabilities in Agentic Guard Models

Research showing guard models lose safety alignment through standard fine-tuning on benign data, affecting agentic AI pipelines.

Ax Sheng Wong, Ravi Shankar, Beth Albert, Hao Fei, Lin Li, Imane Ben M'Barek, Manu Vatish, Gabriel Davis Jones 5/7/2026

PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL

Foundation model for cardiotocography analysis using self-supervised learning on clinical fetal monitoring data.

Ax Rui Tang, Kaiyu Xu, Pengsen Cheng, Hao Ren, Haizhou Wang, Shuyu Jiang 5/7/2026

EvoJail: Evolutionary Diverse Jailbreak Prompt Generation for Large Language Models

EvoJail uses evolutionary algorithms to generate diverse jailbreak prompts for LLMs, addressing adaptability and diversity in automated attacks.

Ax Shao-Qun Zhang, Zhi-Hua Zhou 5/7/2026

Generalization Bounds of Spiking Neural Networks via Rademacher Complexity

Analyzes generalization bounds of Spiking Neural Networks through Rademacher complexity for theoretical understanding of neuromorphic computing.

Ax Haihan Duan, Tengfei Ma, Yuyang Qin, Runhao Zeng, Wei Cai, Victor C. M. Leung, Xiping Hu 5/7/2026

DeRelayL: Sustainable Decentralized Relay Learning

DeRelayL proposes sustainable decentralized relay learning to democratize large-scale model training across resource-limited participants.

Ax Fang Wu, Weihao Xuan, Heli Qi, Hanqun Cao, Heng-Jui Chang, Zeqi Zhou, Haokai Zhao, Ma Jian, Carl Ma, Yu-Chi Cheng, Kuan Pang, Xiangru Tang, Zehong Wang, Guanlue Li, Hanchen Wang, Kejun Ying, Pan Lu, Chiho Im, Seungju Han, Peng Xia, Tinson Xu, Yinxi Li, Deyao Zhu, Pheng-Ann Heng, Naoto Yokoya, Masashi Sugiyama, Li Erran Li, Jure Leskovec, Yejin Choi 5/7/2026

Proteo-R1: Reasoning Foundation Models for De Novo Protein Design

Proteo-R1 develops reasoning foundation models for de novo protein design that explicitly model functional residues and interactions.

Ax Zihan Ding, Ziyuan Yang, Yi Zhang 5/7/2026

From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework

Multi-agent framework for multimodal controversy detection in videos by modeling diverse audience perspectives without training data.

Ax Zihan Ding, Ziyuan Yang, Yi Zhang 5/7/2026

PrismAgent: Illuminating Harm in Memes via a Zero-Shot Interpretable Multi-Agent Framework

PrismAgent is a zero-shot multi-agent framework for detecting harmful content in memes through interpretable case-analysis reasoning.

Ax Minbyul Jeong 5/7/2026

Healthcare AI GYM for Medical Agents

Healthcare AI GYM provides comprehensive training environment for medical AI agents through multi-turn RL with clinical reasoning tasks.

Ax Xin-Ye Li, Ren-Biao Liu, Yun-Ji Zhang, Hui Sun, Zheng Xie, Ming Li 5/7/2026

Exploring Pass-Rate Reward in Reinforcement Learning for Code Generation

Studies pass-rate rewards in critic-free RL for code generation with LLMs, addressing sparse reward signals on challenging problems.

Ax Zhiyuan Xu, Joseph Gardiner, Sana Belguith, Lichao Wu 5/7/2026

RouteHijack: Routing-Aware Attack on Mixture-of-Experts LLMs

RouteHijack demonstrates routing-aware attacks on Mixture-of-Experts LLMs by exploiting expert selection mechanisms to bypass safety alignment.

Ax Mohit Kumar, Somayeh Kargaran, Bernhard A. Moser, Manuela Gei{\ss} 5/7/2026

Kernel Affine Hull Machines for Compute-Efficient Query-Side Semantic Encoding

Proposes Kernel Affine Hull Machines to replace neural inference with lightweight analytical estimators for efficient query-side semantic encoding in retrieval.

Ax Xulin Hu, Che Wang, Wei Yang Bryan Lim, Jianbo Gao, Zhong Chen 5/7/2026

Tracing the Dynamics of Refusal: Exploiting Latent Refusal Trajectories for Robust Jailbreak Detection

Introduces techniques to detect LLM jailbreaks by tracing refusal dynamics through latent trajectories, enabling robust adversarial detection.

Ax Kunvar Thaman 5/7/2026

Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use

Reward Hacking Benchmark evaluates safety vulnerabilities in RL-trained LLM agents with tool access through multi-step tasks with shortcut opportunities.

Ax Xintan Zeng, Yongchao Liu, Yice Luo, Jiajun Zhen 5/7/2026

AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines

AutoRAGTuner automates optimization of Retrieval-Augmented Generation pipelines through declarative configuration, eliminating manual tuning of architecture and hyperparameters.

Ax Ping Wang, Yan-Qi Du 5/7/2026

Finite-Size Gradient Transport in Large Language Model Pretraining: From Cascade Size to Intensive Transport Efficiency

Framework analyzing gradient transport in large language model pretraining across scales using five observables separating cascade dynamics and efficiency metrics.

Ax Ruiyang Qin, Qingzhuo Wang, Dongrui Liu, Qiang Li, Zhihua Wei, Wen Shen 5/7/2026

Multilingual Safety Alignment via Self-Distillation

Cross-lingual safety alignment framework for LLMs via self-distillation, addressing vulnerability in low-resource language jailbreak attacks.

Ax Ruofeng Yang, Yongcan Li, Shuai Li 5/7/2026

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

ARIS: open-source autonomous research harness for multi-agent LLM collaboration with assurance mechanisms for long-horizon research workflows.

Ax Francesco Sovrano, Gabriele Dominici, Marc Langheinrich 5/7/2026

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation

MechaRule: extract symbolic rules from LLM internals via contrastive hierarchical ablation, grounding decision logic in neuron circuits.

Ax Yingyun Li, Yu Wang, Haiyang Qian 5/7/2026

MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports

MedStruct-S benchmark for semi-structured information extraction from OCR clinical reports: key discovery, conditioned QA, and key-value pair extraction.

Ax Stephen J. Thomas 5/7/2026

Gated Subspace Inference for Transformer Acceleration

Transformer inference acceleration exploiting low-rank token activation manifold with gated subspace decomposition for language models.

Ax Shahd Seddik, Fatemeh Fard 5/7/2026

ARISE: A Repository-level Graph Representation and Toolset for Agentic Fault Localization and Program Repair

ARISE: repository-level graph representation system enabling AI agents for fault localization and automated program repair with semantic precision across code dependencies.

Ax Mingshuo Liu, Yiwei Zha, Min Chen 5/7/2026

PIIGuard: Mitigating PII Harvesting under Adversarial Sanitization

PIIGuard: webpage-level defense mechanism against PII harvesting by browsing-enabled LLM assistants using adversarial sanitization techniques.

Ax Kiran Gopinathan, Jack Feser, Michelangelo Naim, Zenna Tavares, Eli Bingham 5/7/2026

Pact: A Choreographic Language for Agentic Ecosystems

Choreographic programming language for designing protocols in multi-agent agentic systems handling self-interest, private information, and untrusted participants.

Ax Aritra Roy, Kevin Shen, Andrew MacBride, Awwal Oladipupo, Mudassra Taskeen, Wojtek Treyde, Ruaa A. E. A. Abakar, Ahmad D. Abbas, Elsayed Abdelfatah, Abbas A. Abdullahi, Seham S. Abyah, Chahd Rahyl Adjmi, Fariha Agbere, Savyasanchi Aggarwal, Muhammad Ahmed, Tasnim Ahmed, Motasem Ajlouni, Mattias Akke, Hussein AlAdwan, Anwaar S. Alazani, Zahra A. Alharbi, Wajd A. Aljulyhi, Mohammed A. AlKubaish, Fatima A. Almahri, Sayed A. Almohri, David Obeh Alobo, Mohammed Alouni, Azizah S. Alqahtani, Omar Alsaigh, Husain Althagafi, Md. Aqib Aman, Lena Ara, Arifin, Ignacio Arretche, Abdulaziz Ashy, Syeda A. Asim, Amro Aswad, Adeel Atta, S\"oren Auer, Abdullah al Azmi, Toheeb Balogun, Suvo Banik, Viktoriia Baibakova, Shakira A. Baksh, Neus G. Bast\'us, Christina J. Bayard, Adib Bazgir, Louis Beal, Lejla Biberi\'c, Wahid Billah, Ankita Biswas, Joshua Bocarsly, Montassar T. Bouzidi, Esma B. Boydas, Youssef Briki, Cailin Buchanan, Mauricio Cafiero, Damien Caliste, Yi Cao, Rafael E. Casta\~neda, Sruthy K. Chandy, Benjamin Charmes, Shayantan Chaudhuri, Yiming Chen, Alexander Chen, Jieneng Chen, Min-Hsueh Chiu, Defne Circi, Cinthya H. Contreras, Yoann Cure, Nathan Daelman, Roshini Dantuluri, Thomas Davy, William Dawson, Leonid Didukh, Rui Ding, Aminu R. Doguwa, Claudia Draxl, Sathya Edamadaka, Oulaya Elargab, Christina Ertural, Matthew L. Evans, Edvin Fako, Hossam Farag, Nur A. Fathurrahman, Merve Fedai, Rodrigo P. Ferreira, Giuseppe Fisicaro, Thomas Frank, Sasi K. Gaddipati, Abhijeet Gangan, Jennifer Garland, James Garrick, Luigi Genovese, Maryam Ghadrdran, Sandip Giri, Maxime Goulet, Jeremy Goumaz, Sara U. Gracia, Jacob Graham, Gabriel Graves, Kevin P. Greenman, Tim Greitemeier, Cameron Gruich, Sophie Gu, Salom\'e Guilbert, Hans Gundlach, Muriel F. Gusta, Mourad El Haddaoui, Alexander J. Haibel, Anubhab Haldar, Vehaan Handa, Hassan Harb, Nathan D. Harms, Abdullah Al Hasan, Abir Hassan, Qiyao He, Andr\'es Henao-Aristiz\'abal, Bram Hoex, Sungil Hong, Alexander J. Horvath, Md. Shaib Hossain, Yanqi Huang, Yuqing Huang, Kostiantyn Hubaiev, Donald Intal, Katherine Inzani, Kevin Ishimwe, Tugba Isik, Gopal R. Iyer, Katharina Jager, Jan Janssen, Hyewon Jeong, Michael Jirasek, Tyler R. Josephson, Nisarg Joshi, Yassir Ben Kacem, Remya A. M. Kalapurakal, Rakesh R. Kamath, Sugan Kanagasenthinathan, Dohun Kang, Jason Kantorow, K\"ubra Kaygisiz, Murat Keceli, Farhana Keya, Muhammad U. Khan, Sartaaj Takrim Khan, Hyungjun Kim, Alexander Kister, Sascha Klawohn, Collin Kovacs, Pranav Krishnan, Maurycy Kryzanowski, Ritesh Kumar, Suman Kumari, Gourav Kumbhojkar, Ryo Kuroki, Shashank Kushwaha, Magdalena Lederbauer, Jaejun Lee, Seunghan Lee, Jeonghwan Lee, Bingcan Li, Calvin Li, Zhanzhao Li, Shi Li, Shicheng Li, Chengyan Liu, Hao Liu, Tung Yan Liu, Yutong Liu, Lucia Vina-Lopez, Chayaphol Lortaraparsert, Andre K. Y. Low, Saffron Luxford, Carlos Madariaga, Rishikesh Magar, Piyush R. Maharana, Rahul Mallela, Shoaib Mahmud, Natesan Mani, Umair Mansoor, Omar B. Mansour, Cassandra Masschelein, Kinga O. Mastej, Ankit Mathanker, Jeffrey Meng, Omran Mezghani, Yidong Ming, Rishav Mitra, Michail Mitsakis, Matthew Miyagishima, Ravikumar Mohan, Naveen R. Mohanraj, Trupti Mohanty, Bernadette Mohr, Francisco A. Molina-Bakhos, Jeremy Monat, Seyed Mohamad Moosavi, Shayan Mousavi, Arman Moussavi, Rubel Mozumber, Muhammad J. Mufti, Diyana Muhammed, Ram Munde, Mrigi Munjal, Jos\'e A. M\'arquez, Shankha Nag, Giacomo Nagaro, Juno Nam, Jose M. Napoles-Duarte, Ry Nduma, Xuan-Vu Nguyen, Ebrahim Norouzi, Oluwatosin Ohiro, Ryotaro Okabe, Viejay Ordillo, Shuichiro Ozawa, Sebastian Pagel, Daniel Palmer, Angela Pan, Akash Pandey, Vivek Pandit, Prakul Pandit, Chiku Parida, Jaehee Park, Hyunsoo Park, Hemangi Patel, Shakul Pathak, Taradutt Pattnaik, Elena Patyukova, Noah Paulson, Deepak S. Pendyala, Erick S. Pepek, Martin H. Petersen, Thang D. Pham, Aniket Phutane, Sabila K. Pinky, \'Etienne Polack, Alison Polasik, Maria Politi, Tim Pongratz, Akhila Ponugoti, Fabio Priante, Thomas Michael Pruyn, Sai S. Puppala, Mohammad A. Qazi, Heike Quosdorf, Gollam Rabby, Mohammad J. Raei, Md. Habibur Rahman, A. B. M. Ashikur Rahman, Subhashree Rajasekaran, Tawfiqur Rakib, Hemanth N. Ramesh, Vrushali Ranadive, Karnamohit Ranka, Bojana Rankovic, Adwaith Ravichandran, Ilija Ra\v{s}ovi\'c, Sergei Rigin, Tatem Rios, Varun Rishi, Victor Naden Robinson, Lucas S. Rodrigues, Oswaldo Rodriguez, Mahule Roy, Diptendu Roy, Subhas Roy, Arokia Anto Royan M, Joseph F. Rudzinski, Muhammad Sabih, Subramanyam Sahoo, Srusti Bheem Sain, Thahira Saliya, Vignesh Sampath, Jesus Diaz Sanchez, Arthur S. S. Santos, Muliady Satria, Hasan M. Sayeed, J\"org Schaarschmidt, Philippe Schwaller, Nofit Segal, Abhishec Senthilvel, Sherjeel Shabih, Devanshu Shah, Faezeh Shahmoradi, Samiha Sharlin, Killian Sheriff, Qiuyu Shi, Abubakar D. Shuaibu, Ayesha Siddiqua, M. A. Shadab Siddiqui, Darian Smalley, Benjamin Smith, Taylor D. Sparks, Daniel T. Speckhard, Elena Stojanovska, Akshay Subramanian, Jiwon Sun, Yunkai Sun, Abdul W. Syed, Souvik Ta, Izumi Takahara, Kelly Tallau, Guannan Tang, Ans B. Tariq, Sui X. Tay, Nurlybek Temirbay, Surya P. Tiwari, Febin Tom, Tajah Trapier, Kasidet J. Trerayapiwat, Samanvya Tripathi, Hawra H. Tuhaifa, Mustafa Unal, Mohammad Uzair, Vallabh Vasudevan, Estefania Vazquez, Victor Venturi, Rahul Verma, Ashwini Verma, Alvaro Vazquez-Mayagoitia, Nicholas Wagner, Araki Wakiuchi, Hao Wan, Liaoyaqi Wang, Wolfgang Wenzel, Alexander Wieczorek, Sze H. Wong, Yue Wu, Tong Xie, Andrew Yi, Ziqi Yin, Jodie A. Yuwono, Nahed A. Zaid, Mohd Zaki, Shehtab Zaman, Maimuna U. Zarewa, Mahtab Zehtab, Baosen Zhang, Wenyu Zhang, Melody Zhang, Yangfan Zhang, Yuwen Zhang, Runze Zhang, Zongmin Zhang, Huanhuan Zhao, Yuanlong Bill Zheng, Ramzi Zidani, Xue Zong, Ian Foster, Ben Blaiszik 5/7/2026

From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Analysis of community-developed LLM applications from 2025 hackathon for materials science and chemistry, categorizing emerging usage patterns across research workflows.

Ax Erin McGurk, David Khachaturov 5/7/2026

Human-Provenance Verification should be Treated as Labor Infrastructure in AI-Saturated Markets

Economic analysis of how AI systems affect labor markets and human-provenance verification as infrastructure. Societal implications rather than technical.

Ax Javad Forough, Marios Kogias, Hamed Haddadi 5/7/2026

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI

Survey of confidential computing security for LLM-driven agents handling secrets, credentials, and sensitive context across tool-calling and multi-agent protocols.

Ax Prakhar Gupta, Garv Shah, Donghua Zhang 5/7/2026

Self-Mined Hardness for Safety Fine-Tuning

Self-mined hardness approach for safety fine-tuning of LLMs, scoring prompts by model rollout harm rates to improve robustness.

Ax Yuhui Wang, Tanqiu Jiang, Jiacheng Liang, Charles Fleming, Ting Wang 5/7/2026

MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory

MAGE framework protecting LLM agents from long-horizon attacks using shadow memory to detect multi-turn exploitation patterns.

Ax Seunghyun Ji 5/7/2026

Ortho-Hydra: Orthogonalized Experts for DiT LoRA

Ortho-Hydra method using orthogonalized mixture-of-experts LoRA to prevent style bleed in multi-style diffusion transformer fine-tuning.

Ax Dongyoung Kim, Huiwon Jang, Myungkyu Koo, Suhyeok Jang, Taeyoung Kim, Beomjun Kim, Byungjun Yoon, Changsung Jang, Daewon Choi, Dongsu Han, Donguk Lee, Heeseung Kwon, Hojin Jeon, Jaehyun Kang, Jaekyoung Bae, Jihyuk Lee, Jimin Lee, John Won, Joonwoo Ahn, Junhyeong Park, Junyoung Sung, Kyungmin Lee, Minseong Han, Minsung Yoon, Sejune Joo, Seonil Son, Seungcheol Park, Seunggeun Cho, Seungjun Moon, Seungku Kim, Yonghoon Dong, Yongjin Cho, Youngchan Kim, Chang Hwan Kim, Dohyeon Kim, Heecheol Kim, Heewon Lee, Hensen Ahn, Hyungkyu Ryu, Hyunsoo Choi, Hyunsoo Shin, Jaeheon Jung, Jaewoo Kim, Jinwook Kim, Joochul Chang, Joonsoo Kim, Junghun Park, Jungwoo Park, Junho Cho, Junhyeok Park, Junwon Lee, Kangwook Lee, Kwanghoon Kim, Kyoungwhan Choe, Manoj Bhadu, Nayoung Oh, Sangjun Kim, Sangwoo Kim, Seunghoon Shim, Seunghyun Kim, Seungjun Lee, Seungyup Ka, Sungryol Yang, Wook Jung, Yashu Shukla, Yeonjae Lee, Yeonwoo Bae, Jinwoo Shin 5/7/2026

RLDX-1 Technical Report

RLDX-1 technical report on vision-language-action models for robotic control with improved memory, motion awareness, and physical sensing.

Ax Jose D. Posada, David Love, Somalee Datta, Priya Desai 5/7/2026

SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

SHIELD dataset and distilled language models for clinical text de-identification, balancing performance with enterprise deployment constraints.

Ax Alan L. McCann 5/7/2026

Cryptographic Registry Provenance: Structural Defense Against Dependency Confusion in AI Package Ecosystems

Cryptographic provenance system for AI package registries to prevent dependency confusion attacks in software distribution.

Ax Hongbo Jin, Rongpeng Zhu, Zhongjing Du, Xu Jiang, Jingqi Tian, Qiaoman Zhang, Jiayu Ding 5/7/2026

DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment

DGPO algorithm for fine-grained credit assignment in RL-based LLM alignment, improving reasoning step isolation in chain-of-thought reasoning.

Ax Ahmadreza Eslaminia, Chuhan Cai, Cameron Smith, Ruo-Syuan Mei, Shichen Li, Rajiv Malhotra, Klara Nahrstedt, Chenhui Shao 5/7/2026

LLM-ADAM: A Generalizable LLM Agent Framework for Pre-Print Anomaly Detection in Additive Manufacturing

LLM-based agent framework for detecting anomalies in additive manufacturing 3D printing processes.

Ax Negar Arabzadeh, Wenjie Ma, Sewon Min, Matei Zaharia 5/7/2026

RAG over Thinking Traces Can Improve Reasoning Tasks

RAG applied to reasoning tasks by retrieving intermediate thinking traces instead of documents, improving math and code generation performance.

Ax Hahyeon Choi, Nojun Kwak 5/7/2026

Toward Structural Multimodal Representations: Specialization, Selection, and Sparsification via Mixture-of-Experts

S3 framework for multimodal learning using mixture-of-experts to specialize, select, and route semantic experts for task-specific needs.

Ax JF Bastien, Sam D'Amico 5/7/2026

VLMaxxing through FrameMogging Training-Free Anti-Recomputation for Video Vision-Language Models

Training-free optimization for video vision-language models that reuses stable visual state to reduce redundant computation.

Ax Lina Zhang, Tonmoy Monsoor, Mehmet Efe Lorasdagi, Prateik Sinha, Chong Han, Peizheng Li, Yuan Wang, Jessica Pasqua, Colin McCrimmon, Rajarshi Mazumder, Vwani Roychowdhury 5/7/2026

Can Multimodal Large Language Models Understand Pathologic Movements? A Pilot Study on Seizure Semiology

Pilot study evaluating multimodal LLMs for zero-shot recognition of pathological seizure movements in neurological disorder videos.

Ax Yipeng Ouyang, Yi Xiao, Yuhao Gu, Xianwei Zhang 5/7/2026

SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents

SkCC: portable skill compiler for LLM agents addressing 40% performance variation across frameworks by converting SKILL.md specs to platform-specific formats.

Ax Xiao Zhang, Yafei Li, Ruixiang Wang, Wei Wei, Shuo He, Mingliang Xu 5/7/2026

Local Truncation Error-Guided Neural ODEs for Large Scale Traffic Forecasting

Neural ODE method for large-scale traffic forecasting handling continuous dynamics and discrete anomalies with truncation error guidance.

Ax Akshat Singh Jaswal, Ashish Baghel, Paras Chopra 5/7/2026

Discovering Reinforcement Learning Interfaces with Large Language Models

LLMs synthesize complete RL task interfaces (observations and reward functions) automating environment interface design for new tasks.

Ax Doojin Baek, Gyubin Lee, Junyeob Baek, Hosung Lee, Sungjin Ahn 5/7/2026

Learning to Theorize the World from Observation

Theory-building world models inspired by developmental cognition: learning internal representations of world dynamics from observation.