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2022–2026 LIVE

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Machine Learning

2025 · 5,286 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。

2025 · NeurIPS
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
Ke Wang, Yiming QIN, Nikolaos Dimitriadis, Alessandro Favero, Pascal Frossard
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
Wei Chow, Yuan Gao, Linfeng Li, Xian Wang, Qi Xu, Hang Song, Lingdong Kong, Ran Zhou, Yi Zeng, Yidong Cai, Botian Jiang, Shilin Xu, Jiajunzhang, Minghui Qiu, Xiangtai Li, Tianshu Yang, Siliang Tang, Juncheng Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
Herbert Woisetschläger, Ryan Zhang, Shiqiang Wang, Hans Arno Jacobsen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
Bohan Zhou, Yi Zhan, Zhongbin Zhang, Zongqing Lu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
Qirui Mi, Mengyue Yang, Xiangning Yu, Zhiyu Zhao, Cheng Deng, Bo An, Haifeng Zhang, Xu Chen, Jun Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction
Yunkee Chae, Kyogu Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization
Da Chang, Ganzhao Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks
Dengfeng Xue, Wenjuan Li, Yifan Lu, chunfeng yuan, Yufan Liu, Wei Liu, Man Yao, Li Yang, Guoqi Li, Bing Li, Stephen Maybank, Weiming Hu, Zhetao Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
Seong-Hyeon Hwang, Soyoung Choi, Steven Euijong Whang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
Zeyue Zhang, Heng Ping, Peiyu Zhang, Nikos Kanakaris, Xiaoling LU, Paul Bogdan, Xiongye Xiao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIND: Material Interface Generation from UDFs for Non-Manifold Surface Reconstruction
Xuhui Chen, Fei Hou, Wencheng Wang, Hong Qin, Ying He
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
Zihuan Qiu, Yi Xu, Chiyuan He, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
Xinyan Chen, Renrui Zhang, Dongzhi JIANG, Aojun Zhou, Shilin Yan, Weifeng Lin, Hongsheng Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents
Lukas Aichberger, Alasdair Paren, Guohao Li, Philip H.S. Torr, Yarin Gal, Adel Bibi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIRA: Medical Time Series Foundation Model for Real-World Health Data
Hao Li, Bowen Deng, Chang Xu, ZhiYuan Feng, Viktor Schlegel, Yu-Hao Huang, Yizheng Sun, Jingyuan Sun, Kailai Yang, Yiyao Yu, Jiang Bian
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
Bowen Dong, Minheng Ni, Zitong Huang, Guanglei Yang, Wangmeng Zuo, Lei Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling
Yuxi Liu, Renjia Deng, Yutong He, xue wang, Tao Yao, Kun Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification
Viet-Hung Tran, Ngoc Phu Doan, Zichi Zhang, Tuan Pham, Phi Hung Nguyen, Xuan Nguyen, Hans Vandierendonck, Ira Assent, Thai Son Mai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
Haibo Tong, Zhaoyang Wang, Zhaorun Chen, Haonian Ji, Shi Qiu, Siwei Han, Kexin Geng, Zhongkai Xue, Yiyang Zhou, Peng Xia, Mingyu Ding, Rafael Rafailov, Chelsea Finn, Huaxiu Yao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
Jaehyun Nam, Jinsung Yoon, Jiefeng Chen, Jinwoo Shin, Sercan Arik, Tomas Pfister
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MLEP: Multi-granularity Local Entropy Patterns for Generalized AI-generated Image Detection
Lin Yuan, Xiaowan Li, Yan Zhang, Jiawei Zhang, Hongbo Li, Xinbo Gao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
Jiaxin Huang, Runnan Chen, Ziwen Li, Zhengqing Gao, Xiao He, Yandong Guo, Mingming Gong, Tongliang Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
Haoyang Fang, Boran Han, Nick Erickson, Xiyuan Zhang, Su Zhou, Anirudh Dagar, Jiani Zhang, Ali Caner Turkmen, Tony Hu, Huzefa Rangwala, Ying Nian Wu, Yuyang (Bernie) Wang, George Karypis
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem
Fan LIU, Zherui Yang, Cancheng Liu, Tianrui Song, Xiaofeng Gao, Hao Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MMaDA: Multimodal Large Diffusion Language Models
Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yunhai Tong, Mengdi Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions
Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation
Chu Xu, Xinke Jiang, Rihong Qiu, Jiaran Gao, Junfeng Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
Hainuo Wang, Qiming Hu, Xiaojie Guo
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
Rui Jiao, Hanlin Wu, Wenbing Huang, Yuxuan Song, Yawen Ouyang, Yu Rong, Tingyang Xu, Pengju Wang, Hao Zhou, Wei-Ying Ma, Jingjing Liu, Yang Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MOSDT: Self-Distillation-Based Decision Transformer for Multi-Agent Offline Safe Reinforcement Learning
Yuchen Xia, Yunjian Xu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
Frank Wan, Fengyuan Ran, Ruikang Zhang, Wenke Huang, Xuankun Rong, Guibin Zhang, Yuxin Wu, Bo Du, Mang Ye
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
Wenxuan Zeng, Ye Dong, Jinjin Zhou, Jin Tan, Lei Wang, Tao Wei, Runsheng Wang, Meng Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MPMAvatar: Learning 3D Gaussian Avatars with Accurate and Robust Physics-Based Dynamics
Changmin Lee, Jihyun Lee, Tae-Kyun Kim
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation
Zhenwen Liang, Linfeng Song, Yang Li, TAO YANG, Haitao Mi, Dong Yu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MR. Video: MapReduce as an Effective Principle for Long Video Understanding
Ziqi Pang, Yu-Xiong Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
Chenglong Wang, Yang Gan, Hang Zhou, Chi Hu, Yongyu Mu, Kai Song, MuRun Yang, Bei Li, Chunliang Zhang, Tongran Liu, JingBo Zhu, Zhengtao Yu, Tong Xiao
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
Yang Han, Pengyu Wang, Kai Yu, xin chen, Lu Chen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MS-GS: Multi-Appearance Sparse-View 3D Gaussian Splatting in the Wild
Deming Li, Kaiwen Jiang, Yutao Tang, Ravi Ramamoorthi, Rama Chellappa, Cheng Peng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MSTAR: Box-free Multi-query Scene Text Retrieval with Attention Recycling
Liang Yin, Xudong Xie, Zhang Li, Xiang Bai, Yuliang Liu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
yuepeng zheng, Fu Luo, Zhenkun Wang, Yaoxin Wu, Yu Zhou
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MTRec: Learning to Align with User Preferences via Mental Reward Models
Mengchen Zhao, Yifan Gao, Yaqing Hou, Xiangyang Li, Pengjie Gu, Zhenhua Dong, Ruiming Tang, Yi Cai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MURKA: Multi-Reward Reinforcement Learning with Knowledge Alignment for Optimization Tasks
WANTONG XIE, Yi-Xiang Hu, Jieyang Xu, Feng Wu, Xiangyang Li
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MUSTAFAR: Promoting Unstructured Sparsity for KV Cache Pruning in LLM Inference
Donghyeon Joo, Helya Hosseini, Ramyad Hadidi, Bahar Asgari
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow Generation
Kerui Ren, Jiayang Bai, Linning Xu, Lihan Jiang, Jiangmiao Pang, Mulin Yu, Bo Dai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MVSMamba: Multi-View Stereo with State Space Model
Jianfei Jiang, Qiankun Liu, Hongyuan Liu, Haochen Yu, Liyong Wang, Jiansheng Chen, Huimin Ma
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MaNGO — Adaptable Graph Network Simulators via Meta-Learning
Philipp Dahlinger, Tai Hoang, Denis Blessing, Niklas Freymuth, Gerhard Neumann
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Machine Unlearning in 3D Generation: A Perspective-Coherent Acceleration Framework
Shixuan Wang, Jingwen Ye, Xinchao Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Machine Unlearning under Overparameterization
Jacob Block, Aryan Mokhtari, Sanjay Shakkottai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Machine Unlearning via Task Simplex Arithmetic
Junhao Dong, Hao Zhu, Yifei Zhang, Xinghua Qu, Yew Soon Ong, Piotr Koniusz
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MagCache: Fast Video Generation with Magnitude-Aware Cache
Zehong Ma, Longhui Wei, Feng Wang, Shiliang Zhang, Qi Tian
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
Weibin Liao, Tianlong Wang, Yinghao Zhu, Yasha Wang, Junyi Gao, Liantao Ma
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MaintainCoder: Maintainable Code Generation Under Dynamic Requirements
Zhengren Wang, Rui ling, Chufan Wang, Yongan Yu, Sizhe Wang, Zhiyu li, Feiyu Xiong, Wentao Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Majority of the Bests: Improving Best-of-N via Bootstrapping
Amin Rakhsha, Kanika Madan, Tianyu Zhang, Amir-massoud Farahmand, Amir Khasahmadi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Make Information Diffusion Explainable: LLM-based Causal Framework for Diffusion Prediction
Wenbo Shang, Zihan Feng, Yang Yajun, Xin Huang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness–Generalization Perspective
Ming Gu, Zhuonan Zheng, Sheng Zhou, Meihan Liu, Jiawei Chen, Qiaoyu Tan, Liangcheng Li, Jiajun Bu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation
Szymon Płotka, Gizem Mert, Maciej Chrabaszcz, Ewa Szczurek, Arkadiusz Sitek
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mamba Modulation: On the Length Generalization of Mamba Models
Peng Lu, Jerry Huang, QIUHAO Zeng, Xinyu Wang, Boxing Chen, Philippe Langlais, Yufei CUI
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mamba Only Glances Once (MOGO): A Lightweight Framework for Efficient Video Action Detection
Yunqing Liu, Nan Zhang, Fangjun Wang, Kengo Murata, Takuma Yamamoto, Osafumi Nakayama, Genta Suzuki, Zhiming Tan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
Zitao Chen, Yinjun Jia, Zitong Tian, Wei-Ying Ma, Yanyan Lan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Manipulating Feature Visualizations with Gradient Slingshots
Dilyara Bareeva, Marina Höhne, Alexander Warnecke, Lukas Pirch, Klaus-Robert Müller, Konrad Rieck, Sebastian Lapuschkin, Kirill Bykov
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Many LLMs Are More Utilitarian Than One
Anita Keshmirian, Razan Baltaji, Babak Hemmatian, Hadi Asghari, Lav R. Varshney
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
Qihe Huang, Zhengyang Zhou, Yangze Li, Kuo Yang, Binwu Wang, Yang Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Marginal-Nonuniform PAC Learnability
Steve Hanneke, Shay Moran, Maximilian Thiessen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Markov Persuasion Processes: Learning to Persuade From Scratch
Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Martingale Posterior Neural Networks for Fast Sequential Decision Making
Gerardo Duran-Martin, Leandro Sánchez-Betancourt, Alvaro Cartea, Kevin Murphy
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Martingale Score: An Unsupervised Metric for Bayesian Rationality in LLM Reasoning
Zhonghao He, Tianyi (Alex) Qiu, Hirokazu Shirado, Maarten Sap
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mask Image Watermarking
Runyi Hu, Jie M. Zhang, Shiqian Zhao, Nils Lukas, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Masked Diffusion Models as Energy Minimization
Sitong Chen, Shen Nie, Jiacheng Sun, Zijin Feng, Zhenguo Li, Ji-Rong Wen, Chongxuan LI
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Masked Gated Linear Unit
Yukito Tajima, Nakamasa Inoue, Yusuke Sekikawa, Ikuro Sato, Rio Yokota
Machine Learning
日本大学: 東京科学大学
2025 · NeurIPS
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
Hadi Hosseini, Samarth Khanna, Ronak Singh
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Matchings Under Biased and Correlated Evaluations
Amit Kumar, Nisheeth K. Vishnoi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference
Wenyuan Zhang, Jimin Tang, Weiqi Zhang, Yi Fang, Yu-Shen Liu, Zhizhong Han
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs
ChangHao Li, Yuchen Zhuang, Rushi Qiang, Haotian Sun, Hanjun Dai, Chao Zhang, Bo Dai
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Max Entropy Moment Kalman Filter for Polynomial Systems with Arbitrary Noise
Sangli Teng, Harry Zhang, David Jin, Ashkan Jasour, Ram Vasudevan, Maani Ghaffari, Luca Carlone
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MaxSup: Overcoming Representation Collapse in Label Smoothing
Yuxuan Zhou, Heng Li, Zhi-Qi Cheng, Xudong Yan, Yifei Dong, Mario Fritz, Margret Keuper
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Maximizing the Value of Predictions in Control: Accuracy Is Not Enough
Yiheng Lin, Christopher Yeh, Zaiwei Chen, Adam Wierman
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization
Rizhen Hu, Yutong He, Ran Yan, Mou Sun, Binhang Yuan, Kun Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mean Flows for One-step Generative Modeling
Zhengyang Geng, Mingyang Deng, Xingjian Bai, Zico Kolter, Kaiming He
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning
Emile Anand, Ishani Karmarkar, Guannan Qu
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning
Jiashun Liu, Zihao Wu, Johan Obando Ceron, Pablo Samuel Castro, Aaron C. Courville, Ling Pan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Measure-Theoretic Anti-Causal Representation Learning
Arman Behnam, Binghui Wang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Measuring AI Ability to Complete Long Software Tasks
Thomas Kwa, Ben West, Joel Becker, Amy Deng, Katharyn Garcia, Max Hasin, Sami Jawhar, Megan Kinniment, Nate Rush, Sydney Von Arx, Ryan Bloom, Thomas Broadley, Haoxing Du, Brian Goodrich, Nikola Jurkovic, Luke Miles, Seraphina Nix, Tao Lin, Neev Parikh, David Rein, Lucas Jun Koba Sato, Hjalmar Wijk, Daniel Ziegler, Elizabeth Barnes, Lawrence Chan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Measuring and Guiding Monosemanticity
Ruben Härle, Felix Friedrich, Manuel Brack, Björn Deiseroth, Stephan Waeldchen, Patrick Schramowski, Kristian Kersting
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models
Zidi Xiong, Shan Chen, Zhenting Qi, Himabindu Lakkaraju
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mechanism Design for LLM Fine-tuning with Multiple Reward Models
Haoran Sun, Yurong Chen, Siwei Wang, Chu Xu, Wei Chen, Xiaotie Deng
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mechanism Design via the Interim Relaxation
Kshipra Bhawalkar, Marios Mertzanidis, Divyarthi Mohan, Alexandros Psomas
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mechanistic Interpretability of RNNs emulating Hidden Markov Models
Elia Torre, Michele Viscione, Lucas Pompe, Benjamin F. Grewe, Valerio Mante
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Median Selection with Noisy and Structural Information
Chenglin Fan, Mingyu Kang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Mellow: a small audio language model for reasoning
Soham Deshmukh, Satvik Dixit, Rita Singh, Bhiksha Raj
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MemEIC: A Step Toward Continual and Compositional Knowledge Editing
Jin Seong, Jiyun Park, Wencke Liermann, Hongseok Choi, Yoonji Nam, Hyun Jun Kim, Soojong Lim, Namhoon Lee
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
Zeyu Zhang, Quanyu Dai, Luyu Chen, Zeren Jiang, Rui Li, Jieming Zhu, Xu Chen, Yi Xie, Zhenhua Dong, Ji-Rong Wen
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning
Gunshi Gupta, Karmesh Yadav, Zsolt Kira, Yarin Gal, Rahaf Aljundi
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Memorization in Graph Neural Networks
Adarsh Jamadandi, Jing Xu, Adam Dziedzic, Franziska Boenisch
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
Jiaqi Cao, Jiarui Wang, Rubin Wei, Qipeng Guo, Kai Chen, Bowen Zhou, Zhouhan Lin
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Memory Injection Attacks on LLM Agents via Query-Only Interaction
Shen Dong, Shaochen Xu, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen J. Xiang
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Memory Mosaics at scale
Jianyu Zhang, Leon Bottou
Machine Learning
日本大学: 関与なし（対象大学）
2025 · NeurIPS
Memory by accident: a theory of learning as a byproduct of network stabilization
Basile Confavreux, William Dorrell, Nishil Patel, Andrew M Saxe
Machine Learning
日本大学: 関与なし（対象大学）