ShunLiang Fu
Yanxin Zhang
Yixin Xiang
Xiaoyu Du
Jinhui Tang

DMAP: Human-Aligned Structural Document Map for Multimodal Document Understanding


Xiaoxuan Tang
Jincheng Wang
Liwei Luo
Jingxuan Xu
Sheng Zhou
Dajun Chen
Wei Jiang
Yong Li

SVRepair: Structured Visual Reasoning for Automated Program Repair


AgentStepper: Interactive Debugging of Software Development Agents


Yibo Yan
Jiahao Huo
Guanbo Feng
Mingdong Ou
Yi Cao
Xin Zou
Shuliang Liu
Yuanhuiyi Lyu
Yu Huang
Jungang Li
Kening Zheng
Xu Zheng
Philip S. Yu
James Kwok
Xuming Hu

Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval


Hongbin Zhong
Fazle Faisal
Luis França
Tanakorn Leesatapornwongsa
Adriana Szekeres
Kexin Rong
Suman Nath

ActionEngine: From Reactive to Programmatic GUI Agents via State Machine Memory


I-Hsiang Chen
Yu-Wei Liu
Tse-Yu Wu
Yu-Chien Chiang
Jen-Chien Yang
Wei-Ting Chen

RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations


Zhengren Wang
Dongsheng Ma
Huaping Zhong
Jiayu Li
Wentao Zhang
Bin Wang
Conghui He

AgenticOCR: Parsing Only What You Need for Efficient Retrieval-Augmented Generation


Yibo Yan
Mingdong Ou
Yi Cao
Xin Zou
Shuliang Liu
Jiahao Huo
Yu Huang
James Kwok
Xuming Hu

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations


Li Gu
Zihuan Jiang
Zhixiang Chi
Huan Liu
Ziqiang Wang
Yuanhao Yu
Glen Berseth
Yang Wang

Generalization in Online Reinforcement Learning for Mobile Agents


Yuxiang Chai
Shunye Tang
Han Xiao
Rui Liu
Hongsheng Li

PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents


Yiping Xie
Song Chen
Jingxuan Xing
Wei Jiang
Zekun Zhu
Yingyao Wang
Pi Bu
Jun Song
Yuning Jiang
Bo Zheng

SecAgent: Efficient Mobile GUI Agent with Semantic Context


Xunzhuo Liu
Bowei He
Xue Liu
Andy Luo
Haichen Zhang
Huamin Chen

Adaptive Vision-Language Model Routing for Computer Use Agents


Srijan Bansal
Jiao Fangkai
Yilun Zhou
Austin Xu
Shafiq Joty
Semih Yavuz

VIBEPASS: Can Vibe Coders Really Pass the Vibe Check?


Hui Shan
Keyang Luo
Ming Li
Sizhe Zheng
Yanwei Fu
Zhen Chen
Xiangru Huang

Interact3D: Compositional 3D Generation of Interactive Objects


Ruize Ma
Yilei Jiang
Shilin Zhang
Zheng Ma
Yi Feng
Vincent Ng
Zhi Wang
Xiangyu Yue
Chuanyi Li
Lewei Lu

FailureMem: A Failure-Aware Multimodal Framework for Autonomous Software Repair


Shrinidhi Kumbhar
Haofu Liao
Srikar Appalaraju
Kunwar Yashraj Singh

Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding


Oteo Mamo
Olga Kogiou
Hyunjin Yi
Weikuan Yu

Comparative Characterization of KV Cache Management Strategies for LLM Inference


Zijian Zhang
Aiwei Yin
Amaan Baweja
Jiaru Bai
Ignacio Gustin
Varinia Bernales
Alán Aspuru-Guzik

El Agente Forjador: Task-Driven Agent Generation for Quantum Simulation


Yuanchang Zhou
Hongyu Wang
Yiming Du
Yan Wang
Mingzhen Li
Siyu Hu
Xiangyu Zhang
Weijian Liu
Chen Wang
Zhuoqiang Guo
Long Wang
Jingde Bu
Yutong Lu
Guangming Tan
Weile Jia

Breaking the Training Barrier of Billion-Parameter Universal Machine Learning Interatomic Potentials


Zizhang Luo
Yansong Xu
Runlin Guo
Fan Cui
Kexing Zhou
Mile Xia
Hongyuan Hou
Yuhao Luo
Yun Liang

Clover: A Neural-Symbolic Agentic Harness with Stochastic Tree-of-Thoughts for Verified RTL Repair


Meizhu Liu
Yassi Abbasi
Matthew Rowe
Michael Avendi
Paul Li

Lightweight and Production-Ready PDF Visual Element Parsing


GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction


Fazle Elahi Faisal
Qianhui Wu
Baolin Peng
Jianfeng Gao

AutoSurfer -- Teaching Web Agents through Comprehensive Surfing, Learning, and Modeling


Jackson Vonderhorst
Kuangshi Ai
Haichao Miao
Shusen Liu
Chaoli Wang

Exploring Interaction Paradigms for LLM Agents in Scientific Visualization


Weien Li
Rui Song
Zeyu Li
Haochen Liu
Gonghao Zhang
Difan Jiao
Zhenwei Tang
Bowei He
Haolun Wu
Xue Liu
Ye Yuan

MINER: Mining Multimodal Internal Representation for Efficient Retrieval


Physical Simulators as Do-Operators: Causal Discovery under Latent Confounders for AI-for-Science


Léo Grinsztajn
Klemens Flöge
Oscar Key
Felix Birkel
Philipp Jund
Brendan Roof
Mihir Manium
Shi Bin Hoo
Magnus Bühler
Anurag Garg
Dominik Safaric
Jake Robertson
Benjamin Jäger
Simone Alessi
Adrian Hayler
Vladyslav Moroshan
Lennart Purucker
Philipp Singer
Alan Arazi
Julien Siems
Jan Hendrik Metzen
Georg Grab
Nick Erickson
Siyuan Guo
Eliott Kalfon
Simon Bing
David Salinas
Clara Cornu
Lilly Charlotte Wehrhahn
Diana Kriuchkova
Kursat Kaya
Lydia Sidhoum
Marie Salmon
Jerry Chen
Madelon Hulsebos
Yann LeCun
Samuel Müller
Bernhard Schölkopf
Sauraj Gambhir
Noah Hollmann
Frank Hutter

TabPFN-3: Technical Report


Causal Intervention-Based Memory Selection for Long-Horizon LLM Agents


BLAgent: Agentic RAG for File-Level Bug Localization


Xinzhe Yuan
Zhuo Chen
Jianshu Zhang
Huan Xiong
Nanyang Ye
Yuqiang Li
Qinying Gu

Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery


Chengjie Hong
Feixiang He
Yiheng Zeng
Lulu Kang
He Wang

SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models


Amin Sghaier
Ali Parviz
Alexia Jolicoeur-Martineau

Probabilistic Tiny Recursive Model


Yicheng Feng
Xin Tan
Yangtao Deng
Yimin Jiang
Yibo Zhu
Hong Xu

Frontier: Towards Comprehensive and Accurate LLM Inference Simulation


Yifan Zhu
Yu Mi
Yue Lu
Yanchu Guan
Zhixuan Chu

LFRAG: Layout-oriented Fine-grained Retrieval-Augmented Generation on Multimodal Document Understanding


ModeSwitch-LLM: A Lightweight Phase-Aware Controller for Cross-Mode LLM Inference on a Single GPU


Kewei Zhang
Jin Wang
Sensen Gao
Chengyue Wu
Yulong Cao
Songyang Han
Boris Ivanovic
Langechuan Liu
Marco Pavone
Song Han
Daquan Zhou
Enze Xie

Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving


Gabriele Cesa
Thomas Hehn
Aleix Torres-Camps
Àlex Batlle Casellas
Jordi Ros-Giralt
Arash Behboodi
Tribhuvanesh Orekondy

LaneRoPE: Positional Encoding for Collaborative Parallel Reasoning and Generation


Jiyao Zhang
Mingxu Zhang
Yitong Peng
Haoxuan Liu
Chenshuo Wang
Yuxing Long
Haoyang Huang
Dongjiang Li
Nan Duan
Hui Shen
Hao Dong

Embodied3DBench: Benchmarking Low-Level Embodied Spatial Intelligence of Vision Language Models


Boyu Tan
Jiarui Guo
Zongwei Lv
Hanbo Sun
Tong Yang
Kan Liu
Xinfei Shi
Zetao Hu
Yaxin Yu
Chi Zhang
Jianning Zhang
Xi Yang
Wei Zhang
Bo Cai
Silu Zhou
Xiyu Wang
Na He
Yinghao Yu
Wending Bao
Guiyang Huang
Yuxing Yuan
Juncheng Yin
Nan Wang
Lin Yang
Zechao Zhang
Lu Chen
Guoding Li
Tao Lan
Lin Qu

RTP-LLM: High-Performance Alibaba LLM Inference Engine


Gyu-Hwung Cho
Youngjune Lee
Kiyoon Jeong
Siyoung Lee
Sanggyu Han
Hervé Dejean
Stéphane Clinchant
Seung-won Hwang

Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search


Yannan Wang
Longli Yang
Zhen Liu
Abhishek Kumar
Carsten Maple

CoMIC: Collaborative Memory and Insights Circulation for Long-Horizon LLM Agents in Cloud-Edge Systems


Adril Putra Merin
David Anugraha
Ayu Purwarianti
Genta Indra Winata

Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations


TechRAG: Evidence-Gated Multimodal Agentic RAG for Technical Literature Reasoning


Zhongyu He
Yuanfan Li
Fei Huang
Tianyu Chen
Siyuan Chen
Xingyang Li
Meng Hsuan Yu
Xiangrong Liu
Leyi Wei
Lu Pan
Ke Zeng
Xunliang Cai

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training


NVIDIA
:
Aditi
Niket Agarwal
Arslan Ali
Jon Allen
Martin Antolini
Adeline Aubame
Alisson Azzolini
Junjie Bai
Maciej Bala
Yogesh Balaji
Josh Bapst
Aarti Basant
Mukesh Beladiya
Mohammad Qazim Bhat
Zaid Pervaiz Bhat
Dan Blick
Vanni Brighella
Han Cai
Tiffany Cai
Eric Cameracci
Jiaxin Cao
Yulong Cao
Mark Carlson
Carlos Casanova
Ting-Yun Chang
Yan Chang
Yu-Wei Chao
Prithvijit Chattopadhyay
Roshan Chaudhari
Chieh-Yun Chen
Junyu Chen
Ke Chen
Qizhi Chen
Wenkai Chen
Xiaotong Chen
Yu Chen
An-Chieh Cheng
Click Cheng
Xiu Chia
Jeana Choi
Chaeyeon Chung
Wenyan Cong
Yin Cui
Magdalena Dadela
Nalin Dadhich
Wenliang Dai
Joyjit Daw
Alperen Degirmenci
Rodrigo Vieira Del Monte
Robert Denomme
Sameer Dharur
Marco Di Lucca
Ke Ding
Wenhao Ding
Yifan Ding
Yuzhu Dong
Nicole Drumheller
Yilun Du
Aigul Dzhumamuratova
Aleksandr Efitorov
Hamid Eghbalzadeh
Naomi Eigbe
Imad El Hanafi
Hassan Eslami
Benedikt Falk
Jiaojiao Fan
Jim Fan
Amol Fasale
Sergiy Fefilatyev
Liang Feng
Francesco Ferroni
Sanja Fidler
Xiao Fu
Vikram Fugro
Prashant Gaikwad
TJ Galda
Katelyn Gao
Yihuai Gao
Wenhang Ge
Sreyan Ghosh
Arushi Goel
Vivek Goel
Akash Gokul
Rama Govindaraju
Jinwei Gu
Miguel Guerrero
Elfie Guo
Aryaman Gupta
Siddharth Gururani
Hugo Hadfield
Song Han
Ankur Handa
Zekun Hao
Mohammad Harrim
Ali Hassani
Nathan Hayes-Roth
Yufan He
Chris Helvig
Cyrus Hogg
Madison Huang
Michael Huang
Sophia Huang
Yufan Huang
Jacob Huffman
DeLesley Hutchins
Suneel Indupuru
Boris Ivanovic
Arihant Jain
Joel Jang
Ryan Ji
Yanan Jian
Dongfu Jiang
Jingyi Jin
Atharva Joshi
Nikhilesh Joshi
Pranjali Joshi
Andy Ju
Jaehun Jung
Weiwei Kang
Scott Kassekert
Jan Kautz
Ashna Khetan
Julia Kiczka
Slawek Kierat
Gwanghyun Kim
Kuno Kim
Sunny Kim
Kezhi Kong
Xin Kong
Zhifeng Kong
Tomasz Kornuta
Egor Krivov
Hui Kuang
Saurav Kumar
Chia-Wen Kuo
George Kurian
Wojciech Kutak
JF Lafleche
Himangshu Lahkar
Omar Laymoun
Jayjun Lee
Sanggil Lee
Gabriele Leone
Boyi Li
Freya Li
Jiajun Li
Jinfeng Li
Ling Li
Pengcheng Li
Shangru Li
Tingle Li
Xiaolong Li
Xuan Li
Zhaoshuo Li
Zhiqi Li
Hao Liang
Maosheng Liao
Chen-Hsuan Lin
Tsung-Yi Lin
Ming-Yu Liu
Sifei Liu
Zihan Liu
Hai Loc Lu
Xiangyu Lu
Alice Luo
Ruipu Luo
Wenjie Luo
Jiangran Lyu
Martin Ding Ma
Nic Ma
Qianli Ma
Dawid Majchrowski
Louis Marcoux
Miguel Martin
Qing Miao
Ashkan Mirzaei
Shreyas Misra
Kaichun Mo
Durra Mohsin
Hyejin Moon
Pawel Morkisz
Saeid Motiian
Kirill Motkov
Seungjun Nah
Yashraj Narang
Deepak Narayanan
Thabang Ngazimbi
Julian Ouyang
Shubham Pachori
David Page
Yatian Pang
Sehwi Park
Mahesh Patekar
Mostofa Patwary
Marco Pavone
Trung Pham
Wei Ping
Soha Pouya
Shrimai Prabhumoye
Varun Praveen
Delin Qu
Hesam Rabeti
Morteza Ramezanali
Marilyn Reeb
Xuanchi Ren
Kristen Rumley
Wojciech Rymer
Jun Saito
Yeongho Seol
John Shao
Piyush Shekdar
Tianwei Shen
Humphrey Shi
Min Shi
Stella Shi
Kevin Shih
Mohammad Shoeybi
Mateusz Sieniawski
Shuran Song
Alexander Sotelo
Amir Sotoodeh
Sunil Srinivasa
Vignesh Srinivasakumar
Bartosz Stefaniak
Rahul Heinrich Steiger
Shangkun Sun
Jiaxiang Tang
Shitao Tang
Yangyang Tang
Yue Tang
Tolou Tavakkoli
Kayley Ting
Krzysztof Tomala
Wei-Cheng Tseng
Jibin Varghese
Sergei Vasilev
Thomas Volk
Raju Wagwani
Roger Waleffe
Andrew Z. Wang
Boxiang Wang
Haoxiang Wang
Qiao Wang
Shihao Wang
Shijie Wang
Ting-Chun Wang
Yan Wang
Yu Wang
Rohit Watve
David Wehr
Fangyin Wei
Xinshuo Weng
Jay Zhangjie Wu
Kedi Wu
Hongchi Xia
Summer Xiao
Tianjun Xiao
Kevin Xie
Daguang Xu
Jiashu Xu
Mengyao Xu
Ruqing Xu
Xingqian Xu
Yao Xu
Dinghao Yang
Dong Yang
Hans Yang
Xiaodong Yang
Xuning Yang
Yichu Yang
Yurong You
Zhiding Yu
Hao Yuan
Simon Yuen
Xiaohui Zeng
Pengcuo Zeren
Cindy Zha
Haotian Zhang
Jenny Zhang
Jing Zhang
Liangkai Zhang
Paris Zhang
Shun Zhang
Xuanmeng Zhang
Zhizheng Zhang
Ann Zhao
Yilin Zhao
Yuliya Zhautouskaya
Charles Zhou
Fengzhe Zhou
Shilin Zhu
Yuke Zhu
Dima Zhylko
Artur Zolkowski

Cosmos 3: Omnimodal World Models for Physical AI


Kailin Lyu
Zhiqiang Yuan
Jianwei He
Qiwei Yan
Xuanbo Su
Nanxing Hu
Yang Liu
Ce Hao
Shengqian Qin
Lianyu Hu
Jinchao Zhang
Jie Zhou

PhotoCraft: Agentic Reasoning with Hierarchical Self-Evolving Memory for Deep Image Search


Thanh-Tung Le
Yunhan Zhao
Menglei Chai
Zhengyang Shen
Zhe Cao
Danhang Tang
Xiaohui Xie
Deying Kong

DSA: Dynamic Step Allocation for Fast Autoregressive Video Generation


Yuxuan Bian
Zeyue Xue
Songchun Zhang
Shiyi Zhang
Weiyang Jin
Yaowei Li
Junhao Zhuang
Haoran Li
Jie Huang
Haoyang Huang
Nan Duan
Qiang Xu

Echo-Infinity: Learning Evolving Memory for Real-Time Infinite Video Generation


Nizar Islah
Istabrak Abbes
Irina Rish
Sarath Chandar
Eilif B. Muller

Failed Reasoning Traces Tell You What Is Fixable (But Not by Reading Them)


Wenxuan Wang
Haoyu Sun
Fukuan Hou
Mingyang Song
Weinan Zhang
Yu Cheng
Yang Yang

SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents


Chong Ma
Taiyi Su
Jian Zhu
Jianjun Zhang
Zitai Huang
Yi Xu
Hanli Wang

PiL-World: A Chunk-Wise World Model for VLA Policy-in-the-Loop Evaluation


Nathan Bout
Maxime Langevin
Ronan Riochet

DragOn: A Benchmark and Dataset for Drag-Based GUI Interactions


Hanxun Yu
Xuan Qu
Lei Ke
Boqiang Zhang
Yuxin Wang
Jianke Zhu
Dong Yu

Stream3D-VLM: Online 3D Spatial Understanding with Incremental Geometry Priors


Vladislav Smirnov
Chieu Nguyen
Sergey Senichev
Minh Ngoc Ta
Ekaterina Fadeeva
Artem Vazhentsev
Daria Galimzianova
Nikolai Rozanov
Viktor Mazanov
Jingwei Ni
Tianyi Wu
Igor Kiselev
Mrinmaya Sachan
Iryna Gurevych
Preslav Nakov
Timothy Baldwin
Artem Shelmanov

ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning


Chunji Lv
Jiaxi Ye
Yuchen Jiang
Rexar Lin
Changsheng Li

PhysAgent: Automating Physics-Based 4D Synthesis via Trajectory-Grounded Multi-Agent Feedback


Yunfan Lou
Yifan Ye
Yankai Fu
Jun Cen
Xiaowei Chi
Yaoxu Lyu
Peidong Jia
Sirui Han
Zhihe Lu
Shanghang Zhang

Dream-Tac: A Unified Tactile World Action Model for Contact-Rich Robot Manipulation


Bruce Changlong Xu
Adarsh Kumarappan
Mu Zhou

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation


Konstantin Kuklev
Viacheslav Vasilev
Alexander Kunitsyn
Andrei Ivaniuta
Denis Dimitrov

Making Time Editable in Video Diffusion Transformers


Decentralized Multi-Agent Systems with Shared Context


Jaewoo Lee
Zaid Khan
Archiki Prasad
Justin Chih-Yao Chen
Supriyo Chakraborty
Kartik Balasubramaniam
Sambit Sahu
Elias Stengel-Eskin
Hyunji Lee
Mohit Bansal

A History-Aware Visually Grounded Critic for Computer Use Agents


Ahmadreza Jeddi
Minh Ngoc Le
Amirhossein Kazerouni
Hakki Can Karaimer
Hue Nguyen
Iqbal Mohomed
Michael Brudno
Alex Levinshtein
Konstantinos G. Derpanis
Babak Taati
Radek Grzeszczuk

AVIS: Adaptive Test-Time Scaling for Vision-Language Models


Yu Meng
Xiangyang Luo
Letian Li
Wenyuan Jiang
Chen Gao
Xinlei Chen
Yong Li
Xiao-Ping Zhang

TetherCache: Stabilizing Autoregressive Long-Form Video Generation with Gated Recall and Trusted Alignment


Daichi Azuma
Taiki Miyanishi
Koya Sakamoto
Shuhei Kurita
Yaonan Zhu
Petr Khrapchenkov
Motoaki Kawanabe
Yusuke Iwasawa
Yutaka Matsuo

NavWAM: A Navigation World Action Model for Goal-Conditioned Visual Navigation


Arnav Kumar Jain
Yilin Wu
Jesse Farebrother
Gokul Swamy
Andrea Bajcsy

WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation


Efficient On-Device Diffusion LLM Inference with Mobile NPU


Sharath Girish
Tsai-Shien Chen
Zhikang Dong
Mukesh Singhal
Hao Chen
Sergey Tulyakov
Aliaksandr Siarohin

CineOrchestra: Unified Entity-Centric Conditioning for Cinematic Video Generation


Xunzhi Xiang
Zixuan Duan
Yabo Chen
Zhengxuan Wei
Guiyu Zhang
Zixiao Gu
Zhe Gao
Haibin Huang
Chi Zhang
Qi Fan
Xuelong Li

VideoWeave: Unlocking Geometric Consistency in Video Generation via Joint Geometry-Video Modeling


Ibrahim Elsharkawy
Joschka Birk
Vinicius Mikuni
Wahid Bhimji
Gregor Kasieczka
Benjamin Nachman

Pre-Training for Simulation-Based Science: A Study on Jet Foundation Model Training Objectives


Kirill Vasilevski
Ximing Dong
Benjamin Rombaut
Ruochen Deng
Jiahuei Lin
Arthur Leung
Dayi Lin
Boyuan Chen
Shaowei Wang
Ahmed E. Hassan

Beyond Correctness: Enhancing Architectural Reasoning in Code LLMs via Scalable Labeling with Agentic Judgment


Distilling latent electrostatics from foundation machine learning interatomic potentials


Yang Yu
Shiyuan Zhang
Yifei Sheng
Haoxiang Ren
Haoxin Lin

How Should World Models Be Evaluated? A Decision-Making-Centric Position


Rohit Kundu
Arindam Dutta
Sarosij Bose
Athula Balachandran
Amit K. Roy-Chowdhury

Pulling The REINS: Training-Free Safety Alignment of Video Diffusion Models via Representation Steering


Vaggelis Dorovatas
Nancy Kalaj
Rahaf Aljundi

Continual Self-Improvement with Lightweight Experiential Latent Memories


Rongjin Guo
Dong Liang
Yuhao Liu
Fang Liu
Tianyu Huang
Gerhard P. Hancke
Rynson W. H. Lau

EgoCS-400K: An Egocentric Gameplay Dataset for World Models


Yuhang Huang
Xuan Lv
Junyan Xu
Zhiyuan Yu
Jiazhao Zhang
Ruizhen Hu
Wancheng Feng
Shilong Zou
Hewen Xiao
Ziqiao Zhou
Kaiyun Huang
Zhiyu Peng
Juzhan Xu
Hang Zhao
Chenyang Zhu
Renjiao Yi
Yifei Huang
Douhui Wu
Yan Zhang
Kexu Cheng
Chunhe Song
Yunzhi Xue
Xiuhong Zhang
Leitao Guo
Yunji Chen
Bin Wu
Haibin Yu
Kai Xu

PAIWorld: A 3D-Consistent World Foundation Model for Robotic Manipulation


Siyi Chen
Shaowei Liu
Yixuan Jia
Zian Wang
Huan Ling
Qing Qu
Jun Gao

Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation


Yehang Zhang
Jianchong Su
Haojian Huang
Yifan Chang
Tianhao Zhou
Xinli Xu
Yingjie Xu
Yinchuan Li
Zexi Li
Ying-Cong Chen

WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents


Jisoo Kim
Sangwon Baik
Taeksoo Kim
Sungjoo Kim
Junyoung Lee
Mingi Choi
Hanbyul Joo

ZeroDex: Zero-Shot Long-Horizon Dexterous Manipulation via Multi-View 3D-Grounded VLM Reasoning


Yuyang Zhang
Wenyao Zhang
Zekun Qi
He Zhang
Haitao Lin
Jingbo Zhang
Yao Mu
Xiaokang Yang
Wenjun Zeng
Xin Jin

ImageWAM: Do World Action Models Really Need Video Generation, or Just Image Editing?


Ruiyang Ma
Teng Ma
Junru Li
Hantian Zha
Xuchun Shang
Qingda Hu
Zheng Liu
Xinjun Yang
Tao Ma
Guojie Luo

SAC: Disaggregated KV Cache System for Sparse Attention LLMs with CXL


Probe-and-Refine Tuning of Repository Guidance for Coding Agents


Masaya Hagai
Yuta Suzuki
Tomoya Murata
Shuhei Kurita
Masaki Adachi

LLM-Guided Test-Time Discovery of Quantum-Chemical Approximation Algorithms


Koichi Namekata
Yash Kant
Zhizheng Liu
Ryan D Burgert
Yuancheng Xu
Kuan Heng Lin
Emmett Steven
Julien Philip
Li Ma
Andrea Vedaldi
Paul Debevec
Ning Yu

Go-with-the-Track: Video Compositing and Motion Control with Point Tracking


Zhenting Zhu
Lucas Thai
Shan Yu
Yicheng Liu
Yifan Qiao
Chenxi Wang
Harry Xu
Junyi Shu

Demystifying Numerical Instability in LLM Inference: Achieving Reproducible Inference for Mission-Critical Tasks with HEAL


Omin Kwon
Doyeon Kim
Jongseok Park
Seung Yul Lee
Ion Stoica
Jae W. Lee

HERALD: High-Throughput Block Diffusion LLM Serving via CPU-GPU Cooperative KV Cache Retrieval


Yifei Wang
Ruiyin Li
Peng Liang
Qiong Feng
Zengyang Li
Mojtaba Shahin
Arif Ali Khan

CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation


Hao Vo
Phu Loc Nguyen
Khoa Vo
Sieu Tran
Duc Minh Nguyen
Ngo Xuan Cuong
Nghi D. Q. Bui
Anh Nguyen
Duy Minh Ho Nguyen
Ngan Le

OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs


Chaoyue Li
Boxue Yang
Shengyao Zhou
Haoyang Wu
Rui Qian
Linfeng Zhang

4DVLT: Dynamic Scene Understanding with Worldline-Centered Vision-Language Tracking


Danial Kamali
Tanawan Premsri
Shreya Rajpal
Amir Zadeh
Chuan Li
Parisa Kordjamshidi

SATURN: Symbolic Spatial Reasoning for Multi-Perspective Grounding


Omar Hashash
Christo Kurisummoottil Thomas
Walid Saad
Merouane Debbah
Karl Friston
Adeel Razi

Active Inference as the Test-Time Scaling Law for Physical AI Agents


Wei Yang
Bryce Kan
Shixuan Li
Li Li
Yuehan Qin
Jiate Li
Paul Bogdan
Jesse Thomason

RaMem: Contextual Reinstatement for Long-term Agentic Memory


Jiawei He
Weisong Sun
Mengyu Shi
Jie Jia
Tong Bian
Xikai Yang
Dong Sun

From Fragments to Paths: Task-Level Context Recovery for Large Industrial Codebases


Provable Benefits of RLVR over SFT for Reasoning Models: Learning to Backtrack Efficiently


Chengyu Bai
Peidong Jia
Tiecheng Guo
Yukai Wang
Rui Ma
Fangyuan Zhao
Chunkai Fan
Xiaobao Wei
Jintao Chen
Hao Wang
Ying Li
Xiaozhu Ju
Jian Tang
Shanghang Zhang

IOI: Decoupling Kinematics and Physics for Interactive World Models


Jiho Choi
Seonho Lee
Seojeong Park
Hyunjung Shim

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views


Hongkai Zheng
Ta-Ying Cheng
Benjamin Klein
Yisong Yue
Zhuoning Yuan

Vera: A Layered Diffusion Model for Content-Preserving Video Editing


Eric Jianfeng Cheng
Min Hong
Zhiquan Zeng
Chuanyu Liu
Qian Wang
Melissa Jane Meadowcroft
Vlad Badilita
Carlos Miguel Costa
Senentxu Lanceros-Méndez
Ying Li
Chenyao Ma
Weibo Gong
Surendra Martha
Aloysius Soon
Piao Ma
Di Zhang
Teguh Ariyanto
Sudaryanto
Hiroshi Kakinuma
Jie Zhao
Jiayu Peng
Pengfei Ou
Jun Lu
Shin-ichi Orimo
Hao Li

Breaking Bottlenecks in Solid Electrolyte Discovery with Large Artificial Intelligence Models


Chenyang Zhu
Jiayu Yao
Kushal Chawla
Youbing Yin
Nathan Wolfe
Pengshan Cai
Jingyu Wu
Spencer Hong
Sangwoo Cho
Shi-Xiong Zhang
Daben Liu
Sambit Sahu
Erin Babinsky

SAFARI: Scaling Long Horizon Agentic Fault Attribution via Active Investigation


Kaijun Wang
Zikai Ouyang
Xuping Wu
Jinyi Hong
Wei Pan
Haibo Lu
Jia Pan
Wei Zhang
Linfang Zheng

SSI-Policy: Learning Structured Scene Interfaces for Vision-Language Robotic Manipulation


Haoyu Zhang
Meng Liu
Qianlong Xiang
Kun Wang
Yaowei Wang
Liqiang Nie

SpatialUAV: Benchmarking Spatial Intelligence for Low-Altitude UAV Perception, Collaboration, and Motion