ICLR

2022–2026 LIVE

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Machine Learning

2026 · 5,351 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2026 · ICLR
Analysis of approximate linear programming solution to Markov decision problem with log barrier function
Donghwan Lee, Hyukjun Yang, Bumgeun Park
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
Junyan Cheng, Kyle Richardson, Peter Chin
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Analyzing and Evaluating Unbiased Language Model Watermark
Yihan Wu, Xuehao Cui, Ruibo Chen, Heng Huang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization
MinKyu Lee, Sangeek Hyun, Woojin Jun, Hyunjun Kim, Jiwoo Chung, Jae-Pil Heo
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Anatomy-aware Representation Learning for Medical Ultrasound
Seok-Hwan Oh, Myeong-Gee Kim, Guil Jung, hyeonjik lee, Young-Min Kim, Sang-yun Kim, Hyuksool Kwon, Hyeon-min Bae
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Anchor Frame Bridging for Coherent First-Last Frame Video Generation
Xuehan Hou, Meng Fan, Pengchong Qiao, Rat Cheng, Yian Zhao, Lei Zhu, Kaiwen Cheng, Chang Liu, Jie Chen
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Anchored Supervised Fine-Tuning
He Zhu, Junyou Su, Peng Lai, Ren Ma, Wenjia Zhang, Linyi Yang, Guanhua Chen
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs
Xiang Feng, Wentao Jiang, Zengmao Wang, Yong Luo, Pingbo Xu, Baosheng Yu, Hua Jin, Jing Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Angle K-Means
Shenfei Pei, Ruiyu Huang, Yiqing Hu, Zhongqi Lin, Jiang Xudong, Zengwei Zheng
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
Yanchen Wang, Han Yu, Ari Blau, Yizi Zhang, International Brain Laboratory, Liam Paninski, Cole Hurwitz, Matthew R Whiteway
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models
Marc Benedi San Millan, Angela Dai, Matthias Niessner
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Anime-Ready: Controllable 3D Anime Character Generation with Body-Aligned Component-Wise Garment Modeling
Jiachen Qian, Hongye Yang, Youtian Lin, tianhao zhao, Feihu Zhang, Yao Yao, Hengshuang Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Annotation-Efficient Honesty Alignment via Confidence Elicitation and Calibration
Shiyu Ni, Keping Bi, Jiafeng Guo, Minghao Tang, Jingtong wu, Zengxin Han, Xueqi Cheng
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Antibody: Strengthening Defense Against Harmful Fine-Tuning for Large Language Models via Attenuating Harmful Gradient Influence
Quoc Nguyen, Trung Le, Jing Wu, Anh Bui, Mehrtash Harandi
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AntigenLM: Structure-Aware DNA Language Modeling for Influenza
YUE PEI, Xuebin Chi, Yu KANG
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
Sam Paech, Allen Roush, Judah Goldfeder, Ravid Shwartz-Ziv
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Antithetic Noise in Diffusion Models
Jing Jia, Sifan Liu, Bowen Song, Wei Yuan, Liyue Shen, Guanyang Wang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth
Jiawei Zhang, Andrew Estornell, David Baek, Bo Li, Xiaojun Xu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim, Lee Kit, Carles Domingo i Enrich, Yilun Du, Sham Kakade, Timothy Ngotiaoco, Sitan Chen, Michael Albergo
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Any-Subgroup Equivariant Networks via Symmetry Breaking
Abhinav Goel, Derek Lim, Hannah Lawrence, Stefanie Jegelka, Ningyuan Huang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
Peng Sun, Tao Lin
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
Yang, Siming Zheng, Qirui Yang, Jinwei Chen, Boxi Wu, Xiaofei He, Deng Cai, Bo Li, Peng-Tao Jiang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
Gunho Park, Jeongin Bae, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AnyTouch 2: General Optical Tactile Representation Learning For Dynamic Tactile Perception
Ruoxuan Feng, Yuxuan Zhou, Siyu Mei, Dongzhan Zhou, Pengwei Wang, Shaowei Cui, Bin Fang, Guocai Yao, Di Hu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AnyUp: Universal Feature Upsampling
Thomas Wimmer, Prune Truong, Marie-Julie Rakotosaona, Michael Oechsle, Federico Tombari, Bernt Schiele, Jan Eric Lenssen
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Arbitrary Generative Video Interpolation
Guozhen Zhang, Haiguang Wang, Chunyu Wang, Yuan Zhou, Qinglin Lu, Limin Wang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Arbitrary-Order Block SignSGD for Memory-Efficient LLM Fine-Tuning
Yijie Zhou, Shi Pu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
Jiyuan Xia, Yuanshen Guan, Ruikang Xu, Zhiwei Xiong
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment
Xiao MA, Young D. Kwon, Pan Zhou, Dong Ma
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Are Deep Speech Denoising Models Robust to Adversarial Noise?
Will Schwarzer, Andrea Fanelli, Philip Thomas, Xiaoyu Liu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BCI Tasks
Liuyin Yang, Qiang Sun, Ang Li, Marc Van Hulle
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Are Global Dependencies Necessary? Scalable Time Series Forecasting via Local Cross-Variate Modeling
Kun Liu, Renjun Jia, Ruifeng Yang, Xirui Zeng, Yuqi Liang, Cen Chen
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
Xingjian Tao, Yiwei Wang, Yujun Cai, Zhicheng YANG, Jing Tang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Are Reasoning LLMs Robust to Interventions on their Chain-of-Thought?
Alexander von Recum, Leander Girrbach, Zeynep Akata
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Are we measuring oversmoothing in graph neural networks correctly?
Kaicheng Zhang, Piero Deidda, Desmond Higham, Francesco Tudisco
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Aria: an Agent for Retrieval and Iterative Auto-Formalization via Dependency Graph
Wang Hanyu, Ruohan Xie, Wang Yutong, Guoxiong Gao, XintaoYu, Bin Dong
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
ArtUV: Artist-style UV Unwrapping
yuguang chen, Xinhai Liu, YANG LI, Victor Cheung, Zhuo Chen, Dongyu Zhang, Chunchao Guo
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning
Zhao Jin, Zhengping Che, Tao Li, Zhen Zhao, Kun Wu, Yuheng Zhang, Yinuo Zhao, Zehui Liu, Qiang Zhang, Xiaozhu Ju, Jing Tian, Yousong Xue, Jian Tang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
Hao Ai, Wenjie Chang, Jianbo Jiao, Ales Leonardis, Eyal Ofek
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
Jiahe Li, Junru Chen, Fanqi Shen, Jialan Yang, Jada Li, Zhizhang Yuan, Baowen Cheng, Li Meng, Yang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
Lingting Zhu, Shengju Qian, Haidi Fan, Jiayu Dong, Zhenchao Jin, SiweiZhou, Dong Gen, Xin Wang, Lequan Yu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
Kai Zhang, Xinyuan Zhang, Ejaz Ahmed, Hongda Jiang, Caleb Kumar, Kai Sun, Zhaojiang Lin, Sanat Sharma, Shereen Oraby, AARON COLAK, Ahmed Aly, Anuj Kumar, Xiaozhong Liu, Xin Dong
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
Jonathan Bragg, Mike D'Arcy, Nishant Balepur, Dan Bareket, Bhavana Dalvi Mishra, Sergey Feldman, Dany Haddad, Jena Hwang, Peter Jansen, Varsha Kishore, Bodhisattwa Prasad Majumder, Aakanksha Naik, Sigal Rahamimov, Kyle Richardson, Amanpreet Singh, Harshit Surana, Aryeh Tiktinsky, Rosni Vasu, Guy Wiener, Chloe Anastasiades, Stefanus Candra, Jason Dunkelberger, Daniel Emery, Rob Evans, Malachi Hamada, Regan Huff, Rodney Kinney, Matt Latzke, Jaron Lochner, Ruben Lozano-Aguilera, Ngoc-Uyen Nguyen, Smita Rao, Amber Tanaka, Brooke Vlahos, Peter Clark, Doug Downey, Yoav Goldberg, Ashish Sabharwal, Daniel Weld
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Astra: General Interactive World Model with Autoregressive Denoising
Yixuan Zhu, Jiaqi Feng, Wenzhao Zheng, Yuan Gao, Xin Tao, Pengfei Wan, Jiwen Lu, Jie Zhou
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Astraea: A Token-wise Acceleration Framework for Video Diffusion Transformers
Haosong Liu, Yuge Cheng, Wenxuan Miao, Zihan Liu, Aiyue Chen, Jing Lin, Yiwu Yao, Chen Chen, Jingwen Leng, Minyi Guo, Yu Feng
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning
Jiashun Liu, Johan S Obando Ceron, Han Lu, Yancheng He, Weixun Wang, wenbo su, Bo Zheng, Pablo Samuel Castro, Aaron Courville, Ling Pan
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
Minyoung Oh, Jae-Young Sim
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AsyncBEV: Cross-modal flow alignment in Asynchronous 3D Object Detection
Shiming Wang, Holger Caesar, Liangliang Nan, Julian Kooij
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Asynchronous Denoising Diffusion Models for Aligning Text-to-Image Generation
Zijing Hu, Yunze Tong, Fengda Zhang, Junkun Yuan, Jun Xiao, Kun Kuang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Asynchronous Matching with Dynamic Sampling for Multimodal Dataset Distillation
Ding Qi, Jian Li, Shuguang Dou, Zifan Song, Junyao Gao, Yabiao Wang, Chengjie Wang, Cai Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning
Alexander Tyurin, Andrei Spiridonov, Varvara Rudenko
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AtC: Aggregate-then-Calibrate for Human-centered Assessment
Zejun Xie, Xintong Li, Guang Wang, Desheng Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
Haoyu Huang, Hong Ting Tsang, Jiaxin Bai, Xi Peng, Gong Zhang, Yangqiu Song
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Atomic HINs: Entity-Attribute Duality for Heterogeneous Graph Modeling
Shao-En Lin, Ming-Yi Hong, Miao-Chen Chiang, Chih-Yu Wang, Che Lin
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
Hualiang Wang, Xinyue Xu, Lehan Wang, Bin Pu, Xiaomeng Li
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attack-Resistant Watermarking for AIGC Image Forensics via Diffusion-based Semantic Deflection
Qingyu Liu, Yitao Zhang, Zhongjie Ba, Chao Shuai, Peng Cheng, Tianhang Zheng, Zhibo Wang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attend to the Active: Structure-Aware Dynamic Attention in LLMs for Compositional Instruction Following
Fangrui Lv, Yulei Qin, Ruixin Hong, Jian Liang, Jinyang Wu, Ke Li, Xing Sun, Changshui Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attention Is All You Need for KV Cache in Diffusion LLMs
Quan Nguyen-Tri, Mukul Ranjan, Zhiqiang Shen
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin
Enrique Queipo-de-Llano, Alvaro Arroyo, Federico Barbero, Xiaowen Dong, Michael Bronstein, Yann LeCun, Ravid Shwartz-Ziv
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attention Smoothing Is All You Need For Unlearning
Saleh Zare Zade, Xiangyu Zhou, Sijia Liu, Dongxiao Zhu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
Runze Liu, Jiakang Wang, Yuling Shi, Zhihui Xie, Chenxin An, Kaiyan Zhang, Jian Zhao, Xiaodong Gu, Lei Lin, Wenping Hu, Xiu Li, Fuzheng Zhang, Guorui Zhou, Kun Gai
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency
Bill Psomas, Dionysios Christopoulos, Eirini Baltzi, Ioannis Kakogeorgiou, Tilemachos Aravanis, Nikos Komodakis, Konstantinos Karantzalos, Yannis Avrithis, Giorgos Tolias
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AttriCtrl: A Generalizable Framework for Controlling Semantic Attribute Intensity in Diffusion Models
Die Chen, Zhongjie Duan, Zhiwen Li, Cen Chen, Daoyuan Chen, Yaliang Li, Yinda Chen
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attributing Response to Context: A Jensen–Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
Ruizhe Li, CHEN CHEN, Yuchen Hu, Yanjun Gao, Xi Wang, Emine Yilmaz
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Attribution-Guided Decoding
Piotr Komorowski, Elena Golimblevskaia, Reduan Achtibat, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI, Yiming Li, Xiaobin Zhuang, Tianlong Chen, Qingsong Wen, Tianwei Zhang, Yang Liu, Haibo Hu, Zhizheng Wu, Xiaolin Hu, Ensiong Chng, Wenyuan Xu, XiaoFeng Wang, Wei Dong, Xinfeng Li
Machine Learning
日本大学: 早稲田大学
2026 · ICLR
AudioX: A Unified Framework for Anything-to-Audio Generation
Zeyue Tian, Zhaoyang Liu, Yizhu Jin, Ruibin Yuan, Liumeng Xue, Xu Tan, Qifeng Chen, Wei Xue, Yike Guo
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
Xiaoyuan Zhu, Yaowen Ye, Tianyi Qiu, Hanlin Zhu, Sijun Tan, Ajraf Mannan, Jonathan Michala, Raluca Popa, Willie Neiswanger
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Augmented Radiance Field: A General Framework for Enhanced Gaussian Splatting
Yixin Yang, Bojian Wu, Yang Zhou, Hui Huang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Aurelius: Relation Aware Text-to-Audio Generation At Scale
Yuhang He, He Liang, Yash Jain, Andrew Markham, Vibhav Vineet
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Aurora: Towards Universal Generative Multimodal Time Series Forecasting
Xingjian Wu, Jianxin Jin, Wanghui Qiu, Peng Chen, Yang Shu, Bin Yang, Guo
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
Yanjiang Liu, Shuheng Zhou, Yaojie Lu, Huijia Zhu, Weiqiang Wang, Hongyu Lin, Ben He, Xianpei Han, Le Sun
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoBio: A Simulation and Benchmark for Robotic Automation in Digital Biology Laboratory
Zhiqian Lan, Yuxuan Jiang, Ruiqi Wang, Xuanbing Xie, Rongkui Zhang, Yicheng Zhu, LI PEIHANG, Tianshuo Yang, Tianxing Chen, Haoyu Gao, Xiaokang Yang, Xuelong Li, Hongyuan Zhang, Yao Mu, Ping Luo
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoCode: LLMs as Problem Setters for Competitive Programming
Shang Zhou, Zihan Zheng, Kaiyuan Liu, Zeyu Shen, Zerui Cheng, Zexing Chen, Hansen He, Jianzhu Yao, Huanzhi Mao, Qiuyang Mang, Tianfu Fu, Beichen Li, Dongruixuan Li, Wenhao Chai, Zhuang Liu, Aleksandra Korolova, Peter Henderson, Natasha Jaques, Pramod Viswanath, Saining Xie, Jingbo Shang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
Changzhi Zhou, Ao Liu, Yuchi Deng, Zhiying Zeng, Tao Zhang, Haotian Zhu, Jianwei Cai, Yue Mao, Chenchen Zhang, Lingyun Tan, ZiyanXU, Bohui Zhai, HengyiLIu, Speed Zhu, Wiggin Zhou, Fengzong Lian
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoDA-Timeseries: Automated Data Augmentation for Time Series
Zijun Dou, Zhenhe Yao, Zhe Xie, Xidao Wen, Tong Xiao, Dan Pei
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoDV: An End-to-End Deep Learning Model for High-Dimensional Data Visualization
Wei Dai, Jicong Fan
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoDrive-R²: Incentivizing Reasoning and Self-Reflection Capacity for VLA Model in Autonomous Driving
Zhenlong Yuan, Chengxuan Qian, Jing Tang, Rui Chen, Zijian Song, Lei Sun, Xiangxiang Chu, Yujun Cai, Dapeng Zhang, Shuo Li
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
Zhenxing Xu, Yizhe Zhang, Weidong Bao, Hao Wang, Ming Chen, Haoran Ye, Wenzheng Jiang, Hui Yan, Ji Wang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
Minjun Zhu, Zhen Lin, Yixuan Weng, Panzhong Lu, Qiujie Xie, Yifan Wei, Sifan Liu, QiYao Sun, Yue Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoFly: Vision-Language-Action Model for UAV Autonomous Navigation in the Wild
Xiaolou Sun, Wufei Si, Wenhui Ni, Yuntian Li, Dongming Wu, Fei Xie, Runwei Guan, He-Yang Xu, Henghui Ding, Yuan Wu, Yutao Yue, Yongming Huang, Hui Xiong
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
Bowen Ping, Minnan Luo, Zhuohang Dang, Chenxi Wang, Chengyou Jia
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoLibra: Agent Metric Induction from Open-Ended Human Feedback
Hao Zhu, Phil Cuvin, Xinkai Yu, Charlotte Yan, Jason Zhang, Diyi Yang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoMetrics: Approximate Human Judgments with Automatically Generated Evaluators
Michael J Ryan, Yanzhe Zhang, Amol Salunkhe, Yi Chu, Di Xu, Diyi Yang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
Saeed Hedayatian, Stefanos Nikolaidis
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
Ahan Gupta, Zhihao Wang, Neel Dani, Masahiro Tanaka, Olatunji Ruwase, Minjia Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints
Yirong Zeng, Xiao Ding, Yufei Liu, Yuxian Wang, Qunyao Du, Yutai Hou, Wu Ning, Haonan Song, Duyu Tang, Dandan Tu, Bing Qin, Ting Liu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors
Xin Liu, Runsong Zhao, Pengcheng Huang, Xinyu Liu, Junyi Xiao, chunyang xiao, Tong Xiao, Shengxiang Gao, Zhengtao Yu, JingBo Zhu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automata Learning and Identification of the Support of Language Models
Satwik Bhattamishra, Michael Hahn, Varun Kanade
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automated Formalization via Conceptual Retrieval-Augmented LLMs
Wangyue Lu, Lun Du, Sirui Li, Ke Weng, Haozhe Sun, Hengyu Liu, Minghe Yu, Tiancheng Zhang, Ge Yu
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers
Thomas Heap, Tim Lawson, Lucy Farnik, Laurence Aitchison
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automated Stateful Specialization for Adaptive Agent Systems
Myan Vu, Harrish Ayyanar, PANG JIANG, Anwiketh Reddy, Mayank Goel
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automatic Dialectic Jailbreak: A Framework for Generating Effective Jailbreak Strategies
Jianghai Yu, Yang Zhou, Zihan Zhou, Lingjuan Lyu, Da Yan, Ruoming Jin, Dejing Dou
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automatic Image-Level Morphological Trait Annotation for Organismal Images
Vardaan Pahuja, Samuel Stevens, Alyson East, Sydne Record, Yu Su
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
Zijian Zhao, Dian Jin, Zijing Zhou, Xiaoyu Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs with Application to Glucose Prediction
Bob Zou, Lu Tian
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Automating the Refinement of Reinforcement Learning Specifications
Tanmay Sadanand Ambadkar, Djordje Zikelic, Abhinav Verma
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Autonomous Functional Play with Correspondence-Driven Trajectory Warping
William Liang, Sam Wang, Hung-Ju Wang, Osbert Bastani, Yecheng Jason Ma, Dinesh Jayaraman
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Autoregressive Image Generation with Randomized Parallel Decoding
Haopeng Li, Jinyue Yang, Guoqi Li, Huan Wang
Machine Learning
日本大学: 関与なし（対象大学）
2026 · ICLR
Autoregressive Models Rival Diffusion Models at ANY-ORDER Generation
Tianqi Du, Lizhe Fang, Weijie Yang, Chenheng Zhang, Zeming Wei, Yifei Wang, Yisen Wang
Machine Learning
日本大学: 関与なし（対象大学）