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cs.LG Machine Learning · 48,754 papers

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#TitleAuthorsCatDate
1A Common Measure of Communication for Speech Brain-Computer InterfacesDulhan Jayalath, Benjamin Ballyk, Oiwi Parker Jonescs.LG2026-09-02
2Discriminative World Models for Web AgentsKelvin Li, Dhruv Pendharkar, Anish Pahilajani +6cs.AI2026-09-02
3Graph Machine: Towards Better Pretraining via EdgesLintai Houcs.LG2026-09-02
#4GRADSOLVE: fast exact gradients for ODE ensembles on GPUsAlessio Spurio Mancinics.MS2026-09-02
#5Improved Gradient Descent Lower Bounds Beyond NesterovYuhan Ye, Kaizhao Liumath.OC2026-09-02
#6The Implications of Linguistic Illegibility for LLM SecurityJames Mickenscs.LG2026-09-02
#7Post-Training Language Models for Gold-Medal Performance in Coding CompetitionsAleksander Ficek, Sean Narenthiran, Mehrzad Samadi +2cs.LG2026-09-02
#8UE5M3 FP4 Block Scaling for Stable Language Model PretrainingRobert Hu, Carlo Luschi, Paul Balancacs.LG2026-09-02
#9Learning Spectral-Like Mesh-Free DiscretisationsLucas Gerken Starepravo, Henry Broadley, Steven Lind +1physics.comp-ph2026-09-02
#10AI Contextual Measurement for Recovering Individual and Group-Level Effects: Validation Against Survey Measures and an Occupational ApplicationWenxin Jiang, Xuyang Wang, Yuxiao Wucs.AI2026-09-02
#11Cliff: Learning Process Rewards from the First MistakePeixuan Han, Runhui Wang, Ketan Ramaneti +3cs.LG2026-09-02
#12Dutch Books for Language ModelsIsaiah Andrews, Suproteem Sarkarecon.GN2026-09-02
#13Full-Model Optimality for Tunable Linear Generative Priors in Compressed SensingZhaoming Li, Paul Handstat.ML2026-09-02
#14CodePoisonRAG: Knowledge Poisoning Attacks on Retrieval-Augmented Code GenerationVarun Gadey, Ziad Marey, Alexandra Dmitrienkocs.CR2026-09-02
#15From Reweighting to Rewriting: Unlocking the Intervention Effects of Influential Samples in Training Data AttributionYuzhang Luo, Chenpeng Wang, Jianhui Chen +1cs.CL2026-09-02
#16Do Tabular Foundation Models Know Physics? Contamination, Units, and the Deterministic LimitWassim Tenachi, Yashar Hezaveh, Laurence Perreault Levasseur +1cs.LG2026-09-02
#17Untangling the Mechanisms of Misleading Context in Medical Question AnsweringRobin Linzmayer, Noémie Elhadadcs.CL2026-09-02
#18HiPoly: a hierarchical polymer-native AI framework for property prediction and generative designGe Sun, Gervasio Zaldivar, Yuan Tian +5physics.chem-ph2026-09-02
#19SPADE: SPaT Attack Detection from the Connected Vehicle's PerspectiveJames Di Novo, Hany Ragab, Sylvain P. Leblanccs.CR2026-09-02
#20Language Models Can Control Their Own AttentionNamgyu Ho, Huzama Ahmad, Woosung Koh +3cs.CL2026-09-02
#21LoRA-TSD: Tangent-Space Spectral Descent for LoRA via Muon-Style UpdatesDmitrii Andriianov, Andrey Veprikov, Aleksandr Beznosikovcs.LG2026-09-02
#22Momentum in large-batch training: Polyak enlarges the critical batch size, Nesterov improves data efficiencyJia-Nan Wang, Zixun Huang, Kairui Li +1stat.ML2026-09-02
#23Neural operators approximate strongly continuous convex monotone semigroupsJonas Blessing, Philipp Schmocker, Alessandro Sgarabottolomath.NA2026-09-02
#24H3DNAS: Hardware-Aware ONNX-Native 3D Point Cloud Model CompressionAnchit Mulye, Rhythm Baghel, Sujay Kumar Ingle +1cs.LG2026-09-02
#25Eliciting ESG Preferences for Reinforcement Learning-Based Portfolio OptimizationGiovanni Dispoto, Marcello Restelli, Carmine Ventreq-fin.PM2026-09-02
#26oHC: Orthogonal Hyper-Connections on SO(4) via QuaternionsHaoqiang Guo, Xuyi Chen, Bo Ke +5cs.CL2026-09-02
#27Dimension Dependent Correlation Gap Bounds under Restricted IndependenceArjun Ramachandramath.PR2026-09-02
#28Unfolding the Leech Lattice: Fused Multi-Shell Decoding and VRAM Layouts for 2-Bit LLM WeightsPier-Jean Malandrinocs.LG2026-09-02
#29Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space ReweightingRon Begleiter, Katya Egert Berg, Gilad Saban +1cs.AI2026-09-02
#30Differentiable Electricity-Market Clearing for Gradient-Based PlanningLuca Mungo, Maarten P. Scholl, Arnau Quera-Bofarullcs.LG2026-09-02
#31TaRA: Training-Aware Low-Rank Adaptation InitializationTaehyeon Kim, Eunhyeok Parkcs.CL2026-09-02
#32Oracle, will I ever learn? A study of prediction convergence and complementarity across link prediction modelsGuillaume Méroué, Fabien Gandon, Pierre Monnincs.LG2026-09-02
#33Scalable Direction-Following TTS via Voice Impression-Guided Pseudo Triplet ConstructionKenichi Fujita, Yusuke Ijimacs.SD2026-09-02
#34Source Distribution Estimation by Posterior AveragingTrung-Dung Hoang, Lisa M. Kochcs.LG2026-09-02
#35Learning-Based Reconstruction Attacks on Coordinate-Obfuscated Point CloudsMohammad Waquas Usmani, Susmit Shannigrahi, Michael Zinkcs.CR2026-09-02
#36Online Reinforcement Learning in the Met Office Unified Model through Distributed Model-Agent CouplingPritthijit Nath, Sebastian Schemm, Peter Haynes +2cs.LG2026-09-02
#37ProbeMatchDTI: Probe-Driven Multi-Scale Biochemical Pattern Matching for Drug-Target Interaction PredictionQuan Hao, Mengyue Fan, Zifan Dong +8cs.LG2026-09-02
#38Learn from Whoever Is Right: Answer-Verified Multi-Teacher Distillation for Multi-Domain LLMsXixiang He, Xingming Li, Baiqi Wu +4cs.LG2026-09-02
#39TrajMind: Chaining Role-Specialized LoRAs for Fast-and-Slow Collective Trajectory Anomaly DiagnosisJiahao Wu, Zhenqun Yang, Chen Jason Zhang +1cs.LG2026-09-02
#40A Comparative Study of Graph Representations for GNN-Based Power Grid Control in L2RPNAdrian Degenkolb, Qiong Huang, Benjamin Schäfercs.LG2026-09-02
#41Spectral Initialization and Scheduled Graph Smoothness for Uncertain Knowledge Graph CompletionMd Abrar Jahin, Taufikur Rahman Fuad, Jay Pujara +1cs.LG2026-09-02
#42Orthogonal Ensembles and Tested Explanations for Performer-Independent Body-Motion Emotion RecognitionNaoto Nishida, Yoshio Ishigurocs.CV2026-09-02
#43Rethinking the Teacher-Student Framework for Test-Time AdaptationDamian Sójka, Marc Masana, Bartłomiej Twardowski +1cs.LG2026-09-02
#44Training seeds and model-selection stability in recommender-system evaluationJuan Manuel Rodriguez, Oleg Lesota, Antonela Tommaselcs.IR2026-09-02
#45RINSE: Robust Target-Time Normality Estimation for Zero-Shot Graph Anomaly DetectionTaufikur Rahman Fuad, Md Abrar Jahin, Amir Hussaincs.LG2026-09-02
#46DeepAffinity: Long-Term Aspect Preference Prediction in eCommerce using Small Language ModelsYotam Eshel, Guy Hadad, Guy Feigenblat +3cs.LG2026-09-02
#47Scalable Kronecker-Fisher Approximation: Efficient Hessian Analysis for Billion-Parameter Language Models CompressionViacheslav Yusupov, Daria Cherniuk, Evgeny Frolovcs.LG2026-09-02
#48CACTUS: Mask-Guided Semantic Clean-Label Backdoors in Decentralized Federated LearningChao Feng, Burkhard Stillercs.LG2026-09-02
#49Towards One-for-All Robustness Across a Continuum of Threat LevelsZhichao Hou, Xiaorui Liucs.LG2026-09-02
#50When Decodability Is Not Enough: Logical Validity Representations, Behavioral Dissociation, and Causal Tests in Language ModelsSmitha Muthya Sudheendra, Jaideep Srivastavacs.CL2026-09-02
#51IFW-BLS: Dual-Robust Broad Learning System with Intuitionistic Fuzzy Wave LossMushir Akhtar, M. Tanveercs.LG2026-09-02
#52Coverage, Not Targeting: A Structural Regime in Multi-Turn Agent Credit AssignmentChenyu Zhou, Qiliang Jiang, Shuning Wu +1cs.LG2026-09-02
#53Evidence for Shared Routing Geometry and Dynamics in Sparse Mixture-of-ExpertsKirill Labzin, Stepan Kulibaba, Artem Dzhalilov +1cs.LG2026-09-02
#54A computational approach to maximum likelihood thresholds for colored Gaussian graphical modelsRoser Homs, Olga Kuznetsova, Bernadette J. Stolzstat.ML2026-09-02
#55Percolation Dynamics in Optimization : Variance Cascades and Discrete Scale InvarianceSai Niranjan Ramachandran, Suvrit Sracs.LG2026-09-02
#56Humanoid Safe Stop via Learned Stoppability ValueJunfeng Long, Pieter Abbeel, Koushil Sreenath +3cs.RO2026-09-02
#57AGI Maze Prediction Datasets: A Compact Benchmark for Learning World Dynamics with TransformersAlexey Potapovcs.LG2026-09-02
#58Poisoning Attacks on the PGM-indexAtsuki Sato, Martin Aumüller, Yusuke Matsuics.DB2026-09-02
#59What Is Worth Representing? Representational Empowerment for Continual Model ConstructionFei Dai, Hanqi Zhou, Alison Gopnik +1cs.LG2026-09-02
#60Bayes-Optimal BER and AUC: Estimation and Evaluation of EstimatorsRyota Ushio, Takashi Ishida, Masashi Sugiyamacs.LG2026-09-02
#61Improving Evaluation Realism with Inference-Time Compute and Deployment ScaffoldsAxel Ahlqvist, Richard Guan, Juan-Pablo Rivera +6cs.AI2026-09-02
#62SEAL: Reinforcing Global Safety in Mixture-of-Experts through Shared Expert ALignmentQingyu Meng, Yiwei Zha, Jiahuan Pei +3cs.LG2026-09-02
#63From topology learning to graph generation: A unifying perspectiveXiaowen Dong, Hoi-To Wai, Siheng Chen +2stat.ML2026-09-02
#64Entangled Representations Amplify Collateral Damage in UnlearningEvžen Wybitul, Tim G. J. Rudner, Christian Schroeder de Wittcs.LG2026-09-02
#65Do Large Language Models Capture the Diversity in their Training Data?Youqi Wu, Farzan Farniacs.CL2026-09-02
#66CAPTURE: Disentangling Preference Drift from Memory Poisoning in Personalized LLM AgentsS M Asif Hossain, Ruksat Khan Shayoni, Md Kishor Morolcs.LG2026-09-02
#67Codebook Agent: Amortized Topology Design for LLM Multi-Agent SystemsJinxi Yu, Yubei Li, Eric Hanchen Jiang +6cs.AI2026-09-02
#68RideSkill: A Hierarchical Algorithm for Generalized Ride Sharing with LLM-Driven Automatic EvolutionZijian Zhao, Sen Li, Xialiang Tong +1cs.MA2026-09-02
#69LLM-as-a-Judge Is Not an Oracle: Why Self-Improving Agents Need Deterministic GuardrailsVansh Wahics.AI2026-09-02
#70Similarity-Aware Personalized Federated Learning in Heterogeneous EnvironmentsArun Kumar A, Sunil Gupta, Dang Ngyuen +2cs.LG2026-09-02
#71Recursive Value Learning for Long-Horizon Offline Goal-Conditioned RLHyeonseong Jeon, Youngwoon Leecs.LG2026-09-02
#72Hardware-Accelerated Instance Segmentation for Resource-Constrained Space Robotics with Criticality AnalysisSiddhant Shete, Hilmi Dogu Kücüker, Udo Frese +1cs.RO2026-09-02
#73Prototype-guided transfer of sparse literature knowledge for electrolyte additive discoveryWeixiang Hong, Hongting Du, Jiayue Tang +4physics.chem-ph2026-09-02
#74SMart: A Multi-source Multi-phase Time Series Representation Transfer FrameworkFang He, Wang-chien Leecs.LG2026-09-02
#75Schrödinger Bridges on Lie Group Manifolds for Probabilistic Intrinsic GenerationShizhe Zhang, Mingyang Zhao, Lei Mastat.ML2026-09-02
#76Learning the Constitutive Behavior of Materials via Neural Operators and Causal Attention: Case Studies in Plasticity and DamageRishabh Arora, Lisa Scheunemann, Tim Brepols +1cs.LG2026-09-02
#77Quantum MeanFlow: single-shot generative sampling on NISQ hardwareAshish Joshi, Eshaan Mistry, Takahiko Koyamaquant-ph2026-09-02
#78WeaveMark: Robust and Scalable Multi-bit LLM Watermarking via Coded Payload SpreadingGang-Hyun Park, Ju-Hyeong Lee, Hee-Youl Kwak +1cs.CR2026-09-02
#79Breadth Beats Depth: Improving GCG-Based Jailbreak Optimization with Breadth-Oriented Suffix SearchShiliang Xiao, Jingsong Wei, Yuzhi Liang +3cs.CL2026-09-02
#80DMRL: Document-Mediated Reinforcement Learning for Skill Optimization in Advertising RecommendationWei Zhang, Hongji Li, Song Sun +4cs.LG2026-09-02
#81GenCAR: Generative Counterfactual Alignment with Risk-Controlled Selection for Out-of-Distribution RecommendationQianqian Wang, Yunshan Li, Jiawen Zeng +2cs.IR2026-09-02
#82GeoSPRINT: Geometric Redundancy-Aware Step Pruning for Inference in Diffusion TrajectoriesArpita Joshics.LG2026-09-02
#83Exact Limits of Random Projections for Preserving Geometry: Distance Recovery, Nearest-Neighbor Rankings, and Covariance Shape in Gaussian ModelsPiyush Saocs.LG2026-09-02
#84Online Non-Monotone DR-Submodular Maximization Matching the Offline $0.401$ FactorVaneet Aggarwal, Yiyang Lucs.LG2026-09-02
#85A Power Law in Logarithm's Clothing: On the Scalability of Graph-Based Vector SearchSajad Faghfoor Maghrebi, Navid Eslami, Niv Dayancs.DB2026-09-02
#86SoK: Where Do Flow Labels Come From? Auditing Label Provenance in Encrypted Traffic BenchmarksSizhe Huang, Shujie Yangcs.NI2026-09-02
#87HyperMC: Multi-Fidelity Hyperparameter Tuning for Stochastic Gradient MCMCMing Tan, Xiyun Jiaostat.ML2026-09-02
#88Scalable Bayesian Optimization of Composite Functions for Image-Based Inverse Problems in Materials CharacterizationDasol Yoon, Poompol Buathong, Chia-Hao Lee +3cs.LG2026-09-02
#89Disease Burden over Skin Tone: Decomposing the Dermatology-AI Generalization GapNirajan Kunwor, Sanjaya Poudel, Quoc-Huy Trinh +2cs.CV2026-09-02
#90A Computational Comparison of Fourier Spectral Differentiation and Spatial Automatic Differentiation in Periodic Physics-Informed Neural NetworksXilai Liang, Zhao Zhangcs.LG2026-09-02
#91A Unified Rate-Distortion Perspective on Vector, Product, and Scalar QuantizationXianghong Fang, Wenlong Mou, Yuan Yuan +2cs.LG2026-09-02
#92Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray CohortsSanjaya Poudel, Nirajan Kunwor, Manish Dhakal +2cs.LG2026-09-02
#93Compositional Spectral Prompts for LLM-based Online Time Series ForecastingSeungyoon Choi, Hyunchul Kim, Jae-Gil Lee +1cs.LG2026-09-02
#94IDEEA: training-free Input-Dependent stEEring via Activation cluster matchingZheng Wang, Muchen Li, Renjie Liao +1cs.CL2026-09-02
#95TC-Next: Zero-Shot Multimodal Cyclone ForecastingZhe Wang, Sijie Chen, Yiming Luo +2cs.LG2026-09-02
#96XMerge: Cross-Axis Selection and Reconstructive Layer Merging for LLM Depth CompressionJundong Hu, Shekar Ramachandrancs.LG2026-09-02
#97DynG-Diff: A State-Aware Dynamic Guidance Diffusion Framework for Probabilistic Time Series ForecastingZhente Zhang, Zhengwei Ni, Wei Fancs.LG2026-09-02
#98DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense DocumentsZhuoran Yu, Le Thien Phuc Nguyen, Jaden Park +5cs.AI2026-09-02
#99The Dynamics of Continuous Mixture Collapse in Language ModelsAli Backourcs.LG2026-09-02
#100Act More, Decide Less: Skill-Guided Adaptive Action Chunking for Long-Horizon LLM AgentsYanting Yang, Can Jin, Jinman Zhao +6cs.LG2026-09-02
#101Source-Free Class Relearning: Diagnosing Forgetting in Class UnlearningZahra Dehghani, Pablo Piantanida, Mohammadhadi Shaterics.LG2026-09-02
#102Perceptually Regularized Diffusion Model for Image Super-ResolutionChuxiangbo Wang, Pavithra Venkatachalapathy, Ying Liang +4eess.IV2026-09-02
#103Train What You Deploy: Closing the MLP Reachability Gap in Low-Rank Clone DistillationWenhui Chen, Zhifeng Li, Jie Zhou +5cs.LG2026-09-02
#104Posterior Tempering Explains Variance Inflation in Linear and Generalized Linear Thompson SamplingPrateek Jaiswal, Debdeep Pati, Anirban Bhattacharya +1stat.ML2026-09-02
#105Linear Fusion MultiDiffusion for Fast Training-Free Spherical Panorama GenerationAkio Hayakawa, Yusuke Mukuta, Tatsuya Haradacs.CV2026-09-02
#106CAHR-Net: Condition-Adaptive Hysteresis Reconstruction for Compact and Interpretable Magnetic Core Loss ModelingChunye Gong, Cong Yaocs.LG2026-09-02
#107Morphology signal in whole slide image foundation models can automatically triage slidesAyushi Sinha, Shashank Yadav, Benjamin Holmes +9cs.CV2026-09-02
#108A Unified Particle Filter LSTM for Data-Driven Process SimulationParvin Malekzadeh, Opher Baron, Dmitry Krasscs.LG2026-09-02
#109Post-Training Ternarization of Qwen3-4B Capability, Effective Bit Budget, Storage Compression, and DeploymentAnirudh Malik, M Sparsh Mehra, Poojith Devancs.AI2026-09-02
#110Network-Aware Forecasting on Wireless Access PointsNiloo Bahadori, Swadhin Pradhan, Peiman Aminics.NI2026-09-02
#111FlashKAN: B-Spline KANs via Truncated Power FormNaveen Mysorecs.LG2026-09-02
#112Convergence Theory of Knowledge Distillation in Asynchronous P2P Gossip Learning NetworkLucas Qingyang Fang, Tiyao Liu, Jinhao Jing +4cs.LG2026-09-01
#113On-Policy Distillation Meets Off-Policy GRPO: Training Compact Instruction-Following RerankersVignesh Prabhakar, Jialing Pan, Anil Babu Ankisettipallics.LG2026-09-01
#114Pushing Forward Multi-Secret-Key Homomorphic Encryption for Private Average AggregationMiguel Morona-Mínguez, Fernando Pérez-González, Alberto Pedrouzo-Ulloacs.CR2026-09-01
#115Refining Heuristic-Based Bitcoin Address Clustering with Graph Neural NetworksHugo Schnoering, Roman Bresson, Michalis Vazirgianniscs.LG2026-09-01
#116Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of TokensMatteo He, William F. Shen, Xinchi Qiu +1cs.CL2026-09-01
#117OR-Transformer: Scaling Real-Time Decision-Making to 1,000 ItemsShuze Daniel Liu, David Simchi-Levi, Claire Chen +2cs.LG2026-09-01
#118CRISP: Cliff-awaRe Input-adaptive Sparse Prefilling with Structural-Mass-Motivated RoutingHuu Huy Nguyen, Chien Van Nguyen, Franck Dernoncourt +4cs.LG2026-09-01
#119Basin Geometry and Reliable Recall of Dynamical Memories in Reservoir ComputingLing-Wei Kong, Ying-Cheng Lainlin.CD2026-09-01
#120OutageDiT: A Generative Foundation Model for Power Outage Forecasting and Scenario SimulationYunqin Zhu, Feng Qiu, Yao Xiecs.LG2026-09-01
#121Latent unified smooth Hamiltonians for excited state chemistryDavid Juergens, Martin Stöhr, Andreas E. Hillers-Bendtsen +2physics.chem-ph2026-09-01
#122Import What You Need: Learning When and How to Augment EHR Graphs with External KnowledgeChen Chen, Mohsen Nayebi Kerdabadi, Dongjie Wang +2cs.LG2026-09-01
#123Interpretable Symptom Vectors for Depression in a Large Language ModelFangyi Zhu, Ajay Subramanian, Allison Constant +3cs.CL2026-09-01
#124Reinforcement learning to choose optimizersMartin van der Schelling, Deepesh Toshniwal, Miguel A. Bessacs.NE2026-09-01
#125hLLM: Single Pass Decoding for Generative RerankingEmil Laftchiev, Prachi Agrawal, Moe Kayali +7cs.LG2026-09-01
#126D-FROST: Decentralized Federated pRompt-tuning via Optimal tranSporT for Non-IID and Imbalanced DataQuan Minh Nguyen, Hoang M. Ngo, Trong Nghia Hoang +1cs.LG2026-09-01
#127Ten Architectures, One Error: Shared Failure Modes in Hyperspectral Classification under Spatially Disjoint EvaluationEhsan Faghih, Fatemeh Ashrafi, Marguerite Moore +1cs.CV2026-09-01
#128Emergence of Fibrations, Compression, and Symmetry Breaking in Artificial Neural NetworksOsvaldo M Velarde, Lucas C Parra, Alireza Hashemi +1cs.LG2026-09-01
#129Toward Explainable and Policy-Aware AI for Carbon Credit Price Prediction: A Research Framework for Emerging Carbon MarketsSummaiya Unnisa Begum, Mohammed Nadeem Ullah, Mohammed Abdul Ghani Khancs.LG2026-09-01
#130Pooling and Drift in Delayed BanditsMelika Baghistat.ML2026-09-01
#131A Study of Conditional Diffusion Models for Open-Loop Control under Dry Friction and StictionEric Aislan Antonelocs.LG2026-09-01
#132CAT-Flow: Curvature-Adaptive sTeps for Flow MatchingQinchan Li, Pedro Cisneros-Velarde, Keru Fu +3cs.LG2026-09-01
#133Harness Engineering in LLM Tool Use via Agent-Native Reusable Tool PrimitivesHaibo Jin, Suijin Wang, Xucheng Yu +2cs.SE2026-09-01
#134RecKAN: Kolmogorov-Arnold Networks with a Learnable Recursive Polynomial BasisAmirhosein Azarpourcs.LG2026-09-01
#135Hearing the Whispers: Black-Box Membership Inference Attacks on Finetuned TTS ModelsKunlin Cai, Kaiyuan Zhang, Zihang Xiang +4cs.CR2026-09-01
#136Generative Diffusion Surrogates with Analytical Variance SchedulePatrick Reichherzer, Gianluca Gregori, David N. Hosking +1cs.LG2026-09-01
#137Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization EvaluationHimil Vasava, Ming Jiangcs.CL2026-09-01
#138Facet-0: A Robotic Foundation Model for Contact-Rich Precise ManipulationHaoyuan Deng, Haichao Liu, Wenkai Guo +6cs.RO2026-09-01
#139The Structure of Quantization Damage in LLMs: Why the Next Bit Should Be Spent GloballyJundong Hu, Shekar Ramachandrancs.LG2026-09-01
#140Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMsJingtan Wang, Arun Verma, Xiaoqiang Lin +4cs.CL2026-09-01
#141Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM TeachersGiovanni Bonetta, Matteo Merler, Davide Zago +2cs.AI2026-09-01
#142Gradient-Update Mismatch: Rethinking Conflict-Free Training of Physics-Informed Neural NetworksJing Xiao, Xinhai Chen, Qinglin Wang +5cs.LG2026-09-01
#143Retrieved but not ranked: surface-form bias in structural retrieval, from mathematics to agent trajectoriesNabira Rashid, Manolis Kelliscs.LG2026-09-01
#144Can LLMs Discover Scientific Laws in Real and Parallel Worlds?Yiming Huang, Ziche Liu, Zhuohang Wu +11cs.AI2026-09-01
#145A Mathematical Theory of Reusable Neural Bases for Network CompressionBinshuai Wangcs.LG2026-09-01
#146NashDreamer: Model-Based Reinforcement Learning for Zero-Sum Imperfect-Information GamesTomáš Holeček, Viliam Lisýcs.LG2026-09-01
#147Variable Selection for Feature-Based NewsvendorZhaoliang Yuan, Jie Wangstat.ML2026-09-01
#148Quantum Sparse Autoencoders for Q-Matrix Estimation in Cognitive DiagnosisArif Hassan Zidan, Yi Pan, Bowen Guo +5cs.LG2026-09-01
#149Tri-Band Channel Measurement-Enabled Multi-Layer Digital Twin for Terahertz Wireless Data CentersMingjie Zhu, Ziming Yu, Guangjian Wang +1cs.LG2026-09-01
#150Sierpiński--Knopp Wasserstein Distance for Persistence Diagrams and Applications to 2-Wasserstein ApproximationSebastien Tchitchek, Julien Tiernycs.CG2026-09-01
#151LatentPress: Context Compression Beyond Text and VisionZhengze Zhou, Hejian Sangcs.LG2026-09-01
#152Optimizing Byzantine Node Placement in Decentralized Federated LearningEdoardo Gabrielli, Gabriele Tolomeics.LG2026-09-01
#153Rethinking Learnability in Offline Data-driven OptimizationChao Qian, Chen-Guang Wang, Rong-Xi Tan +1cs.LG2026-09-01
#154FairLens: Benchmarking Fairness in Vision-Language Models for High-Stakes Decision-MakingVahid Reza Khazaie, Ahmed Y. Radwan, Shaina Razacs.CV2026-09-01
#155Does Imitation Learning Preserve Temporal Robustness in Dexterous Manipulation? An Expert-Learner Comparison Across Task Execution SpeedsClinton Enwerem, John S. Baras, Calin Beltacs.RO2026-09-01
#156Diffusion as a Training Curriculum for Timestep-Free Iterative ReasoningMariia Drozdova, Aidan Sirbu, Pietro Miotti +4cs.LG2026-09-01
#157Edge-Girth as a Structural Edge Feature for Graph Neural NetworksLilian Marey, Charlotte Laclaucs.LG2026-09-01
#158Efficiently Estimating Optimal Hyperparameter Scaling Laws through Power-Law Entropy SearchZhiliang Chen, Sebastian Ament, David Eriksson +3cs.LG2026-09-01
#159Learning Sparse Decision Trees via Transformer Variational Auto-EncodersGiacomo Fidone, Alessio Cascione, Riccardo Guidottics.LG2026-09-01
#160TRIAGE: Three-level Routing and Intelligent Agent Guidance for Efficient ExecutionRuocan Weics.LG2026-09-01
#161Semantic-Guided Multimodal Preprocessing for Vision Transformer-Based Clear Cell Renal Cell Carcinoma GradingFatemeh Javadian, Zhu Chen, Zahra Aminparast +1cs.CV2026-09-01
#162Median-of-Means as an Extremal Convex Estimator and a Nonconvex Route to the Trimmed OracleAngshul Majumdarcs.LG2026-09-01
#163CATeye: Coupled Attribute-Topology Invariance Learning for Voucher Abuse DetectionTian Tian, Shuaicheng Niu, Hao Kuang +3cs.LG2026-09-01
#164Provably Safe Sim-to-Real TransferTingting Ni, Maryam Kamgarpourcs.LG2026-09-01
#165Predicting Subsurface Abnormalities Growth using Physics-Informed Neural NetworksMehrdad Shafiei Dizaji, Hoda Azarics.LG2026-09-01
#166On the Reliability of Generative Augmentation: A Wasserstein-Based Theoretical and Empirical StudyChathurika S Abeykoon, Mathias Nthiani Muia, Mallory Goldsteinstat.ML2026-09-01
#167Contribution-Aware Bandwidth Allocation for Multimodal Split LearningIason Ofeidis, Leandros Tassiulascs.LG2026-09-01
#168Measuring consistency via ensemble margin and local prediction variability: Auditing decision systems in the presence of predictive multiplicitySinjini Banerjee, Tim Marrinan, Anand D. Sarwatestat.ML2026-09-01
#169Investigating Linear Probe Robustness to Linguistic Register, Medical Specialty, and Corpus Shifts in Medical QANishant Mishra, Ameen Abu-Hanna, Iacer Calixtocs.CL2026-09-01
#170Exact Risk-Complexity Laws for Projective Boundaries in Scenario Optimization and Distribution-Free CertificationGiuseppe C. Calafioreeess.SY2026-09-01
#171Where the Verifier Fails: A Category-Level Audit of Reward Signals in RLVREsther Xincs.CL2026-09-01
#172Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving CascadesDushyant Rajputcs.AI2026-09-01
#173SMELT: Scaling Laws for Compute-Matched MoE Looped TransformersShaowen Wang, Ge Zhang, Kairong Luo +6cs.LG2026-09-01
#174mzCache: On-Device LLM Memory Management under MultitaskingHongseung Yu, Minsung Kim, Jongseok Park +1cs.OS2026-09-01
#175Bandits in Prod: Hyperparameter Optimization at Inference TimeLouis Abraham, Tuan-Anh Nguyen, Nicolas Devatinecs.LG2026-09-01
#176Exploring Sparse Autoencoders in Text-Based Causal Confounding AdjustmentMian Zhong, Katherine A. Keith, Anjalie Fieldcs.CL2026-09-01
#177Matched Queries for Curvature and Density at Branching JunctionsZiqi Zhao, Qingjian Nistat.ML2026-09-01
#178MIDR: Enrichment-Augmented Indexing for Multimodal Document RetrievalDebanjan Mahata, Atharva Tendle, Daniel Preotiuc-Pietro +2cs.IR2026-09-01
#179One-Layer Transformer Provably Learns Multiclass One-Nearest Neighbor in ContextSkanda Athreya, Yutong Wangcs.LG2026-09-01
#180GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image SegmentationMohammed Oussama Benyahia, Marouane Tliba, Mohamed Amine Kerkouri +10eess.IV2026-09-01
#181Relational Task Generation Language: A Declarative Specification Framework for Relational Deep LearningOleksii Kolesnichenko, Jakub Peleška, Gustav Šírcs.PL2026-09-01
#182The Constitutional Coverage Trilemma in AI GovernanceNatalija Mitic, Soona Sedahmed A. O., Mamadou Selly Ly +1cs.LG2026-09-01
#183Position: Privacy Is a Claim, Not a Property of Synthetic DataJiachen Zhao, Antonia Januszewicz, Taeho Jungcs.LG2026-09-01
#184FORGE: Forward-Only Test-Time Adaptation for Integer-Only Vision Models on MicrocontrollersMuhammad Rehan, Haider Ali, Muhammad Ali Munir +1cs.CV2026-09-01
#185Solving In-Table Prediction Problems by Deep Neural Networks with Performance Evaluation Using Synthetic DataXiao Zhao, Daniela Oelkecs.LG2026-09-01
#186Explore More, Drift Less: Outcome-Only Reinforcement Learning Can Suffice for Long-Horizon Interactive AgentsLiming Pu, Xiaoxia Li, Yifu Liu +2cs.LG2026-09-01
#187Post-Training Science for Supervised Fine-TuningCharles O'Neill, Mudith Jayasekara, Harry Partridgecs.LG2026-09-01
#188From Language to Behavior: Scaling Sequence Transformers for Industrial Recommendation Ranking with Rec-Native DesignsJie Chen, Xiangqian Yu, Yanchao Lian +9cs.IR2026-09-01
#189Multi-Head Self Attention is a Parameter Identification MechanismW. Ross Morrowcs.LG2026-09-01
#190REFACTOR-VLA: Unsupervised Library Learning of Typed Motor ProgramsRiyaaz Shaik, Chandru Venkataramancs.LG2026-09-01
#191Recent Developments in Transformer Inference Deployment on FPGA Platforms: A SurveyArjan Blankestijn, Uraz Odyurt, Amirreza Yousefzadehcs.LG2026-09-01
#192Births are difficult to predict even with rich survey and full-population register dataElizaveta Sivak, Emily M. Cantrell, Thomas Emery +109cs.LG2026-09-01
#193Pre-carved Niches: The Formation Dynamics of Modular Task Partitions in Early LLM TrainingGuangqi Li, Yongxin Lics.LG2026-09-01
#194CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMsMaryam Alshehyari, Dushyant Singh Chauhan, Samuele Poppi +3cs.LG2026-09-01
#195Superposed Latent AutoencoderQuanling Zhao, Jiaying Yang, Tianqi Zhang +4cs.LG2026-09-01
#196Reinforcement Learning and Rule-Based Peer-to-Peer Pricing in Residential PV-BES CommunitiesPablo Benalcazar, Maciej Kalka, Wilian Guamán +1cs.LG2026-09-01
#197Scaled Idempotence in Transformer Attention: Paired OV Geometry and Shared-Value AlgebrasJiming Feng, Junliang Lics.LG2026-09-01
#198When Does Online Adaptation Pay on the Edge? A Leakage-Free Evaluation of Warmup, Learning-Rate Selection, and Resource Trade-offs for Time-Series ForecastingTakumi Fujimoto, Hiroaki Nishics.LG2026-09-01
#199Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle BudgetAlex Chadyuk, Alicia Zhang, Roy Kucukatescs.LG2026-09-01
#200Neural Symbollic Regression Using Deep Learning and Sparse ModellingRavi Kumar U, Sumitra Scs.LG2026-09-01

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