THE INTERNATIONAL CONFERENCE ON LEARNING REPRESE..

The Fourteenth International Conference on Learning Representation

 

April 23-27, 2026 Rio de Janeiro, Brazil
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Applicant name
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  10006453-P Symmetry-Aware Bayesian Optimization via Max Kernels Anthony Bardou Received Received
  10006469-P OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation Samuel Teodoro Received Received
  10006498-P Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding Zihao Jing Received Received
  10006525-P Incorporating Expert Priors into Bayesian Optimization via Dynamic Mean Decay Chongqi Qu Received Received
  10006587-P Hot PATE: Private Aggregation of Distributions for Diverse Tasks Edith Cohen Received Received
  10006652-P Traceable Black-Box Watermarks For Federated Learning Olivera Kotevska Received Received
  10006682-P SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training Jianyi Wang Received Received
  10006756-P ConvT3: Structured State Kernels for Convolutional State Space Models Jaeyoung Hong Received Received
  10006764-P Leveraging Pretrained Knowledge at Inference Time: LoRA-Gated Contrastive Decoding for Multilingual Factual Language Generation in Adapted LLMs Gwangseon Jang Received Received
  10006816-P LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference Guangyuan Ma Received Received
  10006822-P Dual Optimistic Ascent (PI Control) is the Augmented Lagrangian Method in Disguise Juan Ramirez Received Received
  10006836-P Multi-Head Low-Rank Attention Songtao Liu Received Received
  10006880-P FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models Dominic Culver Received Received
  10006917-P PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm Jing-Jing Li Received Received
  10006921-P The Seismic Wavefield Common Task Framework Alexey Yermakov Received Received
  10006958-P Federated Learning with Profile Mapping under Distribution Shifts and Drifts Dario Fenoglio Received Received
  10006990-P Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation Xuanchi Ren Received Received
  10007015-P SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs Dachuan Shi Received Received
  10007028-P STaMP: Sequence Transformation and Mixed Precision for Low-Precision Activation Quantization Marco Federici Received Received
  10007045-P Attention Smoothing Is All You Need For Unlearning Dongxiao Zhu Received Received
  10007064-P Explaining Grokking and Information Bottleneck through Neural Collapse Emergence Keitaro Sakamoto Received Received
  10007118-P A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features Axel Barroso-Laguna Received Received
  10007122-P From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning Chen Shani Received Received
  10007169-P Monotone Near-Zero-Sum Games Ruichen Luo Received Received
  10007188-P Do LLM Agents Know How to Ground, Recover, and Assess? A Benchmark for Epistemic Competence in Information-Seeking Agents Bing Luo Received Received
  10007292-P DiffusionBlocks: Block-wise Neural Network Training via Diffusion Interpretation Makoto Shing Received Received
  10007295-P Story-Iter: A Training-free Iterative Paradigm for Long Story Visualization Xiaoke Huang Received Received
  10007354-P Adaptive Width Neural Networks Henrik Christiansen Received Received
  10007403-P MIRA: Memory-Integrated Reinforcement Learning Agent with Limited LLM Guidance Narjes Nourzad Received Received
  10007447-P Online Minimization of Polarization and Disagreement via Low-Rank Matrix Bandits Federico Cinus Received Received
  10007454-P LogicXGNN: Grounded Logical Rules for Explaining Graph Neural Networks CHUQIN GENG Received Received
  10007477-P Constantly Improving Image Models Need Constantly Improving Benchmarks David Chan Received Received
  10007485-P Toward Enhancing Representation Learning in Federated Multi-Task Settings Mehdi Setayesh Received Received
  10007495-P VLMgineer: Vision-Language Models as Robotic Toolsmiths Tianyu Li Received Received
  10007676-P Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling Tal Daniel Received Received
  10007757-P DAVE: A VLM Vision Encoder for Document Understanding and Web Agents Hang Hua Received Received
  10007785-P Frozen Policy Iteration: Computationally Efficient RL under Linear $Q^{\pi}$ Realizability for Deterministic Dynamics Yijing Ke Received Received
  10007809-P TGM: A Modular and Efficient Library for Machine Learning on Temporal Graphs Jacob Chmura Received Received
  10007848-P CaTS: Calibrated Test-Time Scaling for Efficient LLM Inference Chengsong Huang Received Received
  10007865-P BIRD: Behavior Induction via Representation-structure Distillation Galen Pogoncheff Received Received
  10007882-P Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings Jenny Huang Received Received
  10007919-P Perception-Aware Policy Optimization for Multimodal Reasoning Zhenhailong Wang Received Received
  10007923-P Difference Predictive Coding for Training Spiking Neural Networks Ville Karlsson Received Received
  10007934-P Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs Eyal German Received Received
  10007950-P OSCAR: Online Soft Compression for RAG Stephane Clinchant Received Received
  10007959-P MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design Sugitha Janarthanan Received Received
  10007966-P HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series Simon Lee Received Received
  10007967-P UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs Hung-Yueh Chiang Received Received
  10008045-P Self-Speculative Decoding Accelerates Lossless Inference in Any-Order and Any-Subset Autoregressive Models Gabe Guo Received Received
  10008084-P Discrete Diffusion Trajectory Alignment via Stepwise Decomposition Jiaqi Han Received Received
  10008085-P In-Context Learning of Temporal Point Processes with Foundation Inference Models David Berghaus Received Received
  10008106-P STEM: SCALING TRANSFORMERS WITH EMBEDDING MODULES ZECHUN Liu Received Received
  10008132-P TAVAE: A VAE with Adaptable Priors Explains Contextual Modulation in the Visual Cortex Balázs Meszéna Received Received
  10008198-P Learning Survival Distributions with Individually Calibrated Asymmetric Laplace Distribution Ricardo Henao Received Received
  10008247-P Scaling Sequence-to-Sequence Generative Neural Rendering Shikun Liu Received Received
  10008278-P Latent Veracity Inference for Identifying Errors in Stepwise Reasoning Jean-Pierre Falet Received Received
  10008285-P SLAP: Shortcut Learning for Abstract Planning Yijie Liu Received Received
  10008370-P Initialization Schemes for Kolmogorov–Arnold Networks: An Empirical Study Spyros Rigas Received Received
  10008429-P Closing the Gap Between Text and Speech Understanding in LLMs Santiago Cuervo Received Received
  10008485-P Boosting Medical Visual Understanding From Multi-Granular Language Learning Zihan Li Received Received
  10008512-P Overshoot and Shrinkage in Classifier-Free Guidance: From Theory to Practice Krunoslav Lehman Pavasovic Received Received
  10008624-P Is In-Context Learning Learning? Adrian de Wynter Received Received
  10008637-P Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning Chi-Yao Huang Received Received
  10008655-P Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility Boran Han Received Received
  10008682-P SARM: Stage-Aware Reward Modeling for Long Horizon Robot Manipulation Qianzhong Chen Received Received
  10008706-P Exploring Synthesizable Chemical Space with Iterative Pathway Refinements Seul Lee Received Received
  10008710-P Dual Goal Representations Seohong Park Received Received
  10008731-P LearnIR: Learnable Posterior Sampling for Real-World Image Restoration Yihang Bao Received Received
  10008737-P Best-of-Majority: Minimax-Optimal Strategy for Pass@k Inference Scaling Xuheng Li Received Received
  10008761-P Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus Jason Han Received Received
  10008774-P Multilingual Routing in Mixture-of-Experts Lucas Bandarkar Received Received
  10008853-P Transformers are Inherently Succinct Pascal Bergsträer Received Received
  10008867-P Let´s Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding Kaiting Liu Received Received
  10008883-P SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines Itai Morad Received Received
  10008886-P Towards Interpretable Visual Decoding with Attention to Brain Representations Hossein Adeli Received Received
  10008900-P HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs Xingyue Huang Received Received
  10008938-P More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models Xinyu Tian Received Received
  10008984-P QVGen: Pushing the Limit of Quantized Video Generative Models Yushi Huang Received Received
  10008996-P Transitive RL: Value Learning via Divide and Conquer Seohong Park Received Received
  10009034-P RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility Dawood Wasif Received Received
  10009052-P A Unifying Framework for Causal Imitation Learning with Hidden Confounders Daqian Shao Received Received
  10009100-P Routing, Cascades, and User Choice for LLMs Rafid Mahmood Received Received
  10009182-P Summaries as Centroids for Interpretable and Scalable Text Clustering Jairo Diaz-Rodriguez Received Received
  10009235-P Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs Xiaoke Huang Received Received
  10009276-P Learning Retrieval Models with Sparse Autoencoders Stephane Clinchant Received Received
  10009287-P Correlated Policy Optimization in Multi-Agent Subteams Qi Zhang Received Received
  10009329-P Function Induction and Task Generalization: An Interpretability Study with Off-by-One Addition Qinyuan Ye Received Received
  10009337-P BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images Soumyaroop Nandi Received Received
  10009378-P VeriTrail: Closed-Domain Hallucination Detection with Traceability Dasha Metropolitansky Received Received
  10009387-P Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning Alexander Tyurin Received Received
  10009421-P DeNOTS: Stable Deep Neural ODEs for Time Series Ilya Kuleshov Received Received
  10009432-P Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation Weimin Wu Received Received
  10009483-P LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation Ingyu Seong Received Received
  10009531-P Exploring State-Space Models for Data-Specific Neural Representations Jinsung Lee Received Received
  10009565-P H2OFlow: Grounding Human-Object Affordances with 3D Generative Models and Dense Diffused Flows Harry Zhang Received Received
  10009567-P SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas Zihao Guo Received Received
  10009569-P Refine Drugs, Don´t Complete Them: Uniform-Source Discrete Flows for Fragment-Based Drug Discovery benno kaech Received Received
  10009580-P Contextual Causal Bayesian Optimisation Vahan Arsenyan Received Received
  10009616-P GAGA: Gaussianity-Aware Gaussian Approximation for Efficient 3D Molecular Generation Jingxiang Qu Received Received
  10009767-P DepthLM: Metric Depth from Vision Language Models Zhipeng Cai Received Received
  10009876-P The Geometry of LLM Quantization: GPTQ as Babai´s Nearest Plane Algorithm Jiale Chen Received Received
  10010132-P Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility Maurice Chiodo Received Received
  10010149-P Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods Alexander Tyurin Received Received
  10010230-P Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs Zhining Liu Received Received
  10010239-P Factuality Matters: When Image Generation and Editing Meet Structured Visuals Sayak Paul Received Received
  10010287-P AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Zihan Liu Received Received
  10010407-P Exploring Real-Time Super-Resolution: Benchmarking and Fine-Tuning for Streaming Content Evgeney Bogatyrev Received Received
  10010425-P VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation Clark Peng Received Received
  10010448-P Distilling and Adapting: A Topology-Aware Framework for Zero-Shot Interaction Prediction in Multiplex Biological Networks Alana Deng Received Received
  10010492-P DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization Gang Li Received Received
  10010499-P Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes ZECHUN LIU Received Received
  10010539-P Bayesian Robust Cooperative Multi-Agent Reinforcement Learning Against Unknown Adversaries Kiarash Kazari Received Received
  10010550-P Inter-Agent Relative Representations for Multi-Agent Option Discovery Raul Steleac Received Received
  10010592-P Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction Yusong Wu Received Received
  10010597-P Efficient Orthogonal Fine-Tuning with Principal Subspace Adaptation Fei Wu Received Received
  10010730-P EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements Issa Sugiura Received Received
  10010763-P Does FLUX Already Know How to Perform Physically Plausible Image Composition? Shilin Lu Received Received
  10010764-P Disentanglement of Variations with Multimodal Generative Modeling Weiran Wang Received Received
  10010789-P EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark Deheng Zhang Received Received
  10010797-P On the Generalization Capacities of MLLMs for Spatial Intelligence Quanhao Qian Received Received
  10010813-P Verifying Chain-of-Thought Reasoning via its Computational Graph Zheng Zhao Received Received
  10010815-P Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction Lun Ai Received Received
  10010837-P IncVGGT: Incremental VGGT for Memory-Bounded Long-Range 3D Reconstruction Yuzhe Fu Received Received
  10010906-P TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching Runjia Zeng Received Received
  10011007-P MARS-Sep: Multimodal-Aligned Reinforced Sound Separation Zihan Zhang Received Received
  10011072-P CryoLVM: Self-supervised Learning from Cryo-EM Density Maps with Large Vision Models Weining Fu Received Received
  10011147-P R-Zero: Self-Evolving Reasoning LLM from Zero Data Chengsong Huang Received Received
  10011163-P A New Paradigm for Genome-wide DNA Methylation Prediction Without Methylation Input Xiaoke Huang Received Received
  10011207-P ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization Lawrence Liu Received Received
  10011303-P Enhancing Multi-Image Understanding through Delimiter Token Scaling Minyoung Lee Received Received
  10011307-P Decoupling Dynamical Richness from Representation Learning: Towards Practical Measurement Yoonsoo Nam Received Received
  10011331-P BoreaRL: A Multi-Objective Reinforcement Learning Environment for Climate-Adaptive Boreal Forest Management Kevin Bradley Dsouza Received Received
  10011347-P Learning Self-Critiquing Mechanisms for Region-Guided Chest X-Ray Report Generation Sixing Yan Received Received
  10011425-P Understanding the Implicit Biases of Design Choices for Time Series Foundation Models Boran Han Received Received
  10011440-P Learning Robust Intervention Representations with Delta Embeddings Panagiotis Alimisis Received Received
  10011471-P High-dimensional limit theorems for SGD: Momentum and Adaptive Step-sizes Taj Jones-McCormick Received Received
  10011505-P Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation Zichen Geng Received Received
  10011507-P Universal Beta Splatting Zhongpai Gao Received Received
  10011544-P TandemFoilSet: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils Wei Xian Lim Received Received
  10011548-P Diverse and Sparse Mixture-of-Experts for Causal Subgraph–Based Out-of-Distribution Graph Learning Jerry Sun Received Received
  10011579-P IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning Zhichao Sun Received Received
  10011630-P Robust Generalized Schr\"{o}dinger Bridge via Sparse Variational Gaussian Processes Minyoung Kim Received Received
  10011664-P Belief-Based Offline Reinforcement Learning for Delay-Robust Policy Optimization Sinong Zhan Received Received
  10011726-P Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text Jin Zhu Received Received
  10011778-P Charts Are Not Images: On the Challenges of Scientific Chart Editing Yue Zhao Received Received
  10011782-P Feedback-driven recurrent quantum neural network universality Lukas Gonon Received Received
  10011817-P RM-R1: Reward Modeling as Reasoning Gaotang Li Received Received
  10011829-P CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos Shiu-Hong Kao Received Received
  10011873-P Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method pragatheeswaran vipulanandan Received Received
  10011881-P Sublinear Time Quantum Algorithm for Attention Approximation Lichen Zhang Received Received
  10011946-P Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction Alexander Tyurin Received Received
  10011952-P Context and Diversity Matter: The Emergence of In-Context Learning in World Models Pengtao Shao Received Received
  10014028-P Temporal Test-Time Adaptation with State-Space Models Mona Schirmer Received Received
  10014031-P Faster Diffusion Through Temporal Attention Decomposition Haozhe Liu Received Received
  10014032-P FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness Vincent Abbott Received Received
  10014060-P Training Dynamics of Learning 3D-Rotational Equivariance Max Shen Received Received
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The Fourteenth International Conference on Learning Representation

 

April 23-27, 2026 Rio de Janeiro, Brazil
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