Papers
When Can We Learn from Noisy Logical Data? Parameterized Complexity of Approximate Concept Fitting in Description Logics
Chang Lu, Yizheng Zhao, Renate Schmidt
Score-Regularized Joint Sampling with Importance Weights for Flow Matching
Xinshuang Liu, Runfa Li, Shaoxiu Wei et al.
LENS: Latent Precision Inference in Multi-LLM Routing
Juntao Liu, Lixing Yu, Kun Yue et al.
EagleConv: Bio-inspired Dual-Foveated Convolution for Robust Small Object Detection
Jianwei Liu, Lifei Hao, Baoqi Huang et al.
Constrained Random Forest for Domain-Generalizable Classification
Camilla Lingjærde, Geir Kjetil Sandve, Arnoldo Frigessi et al.
Gradient-Guided Reward Optimization for Inference-time Alignment
Hankun Lin, Ruqi Zhang
Overcoming Dependent Censoring in the Evaluation of Survival Models
Christian Marius Lillelund, Shi-ang Qi, Russell Greiner
Grokked Models are Better Unlearners
Yuanbang Liang, Yang Li
HHC: Hierarchical Hypergraph Communication for Multi-Agent Systems
Qifan Liang, Chenlong Li, Feiyu Wang et al.
Probabilistic Verification of Neural Networks via Efficient Probabilistic Hull Generation
Jingyang Li, Xin Chen, Hongfei Fu et al.
Exploiting Concavity Information in Contextual Bandit Optimization
Kevin Li, Eric Laber
Remedying Coarsening-Based GNN Training under Heterophily via Adaptive Complementary Enhancement
Guoming Li, Jian Yang, Xukun Wang et al.
Label-Wise uncertainty decomposition for Multi-label Classification by Maximizing Type II Likelihood
Minghao Li, Junjie Qiu, Weishi Shi
CAIC: Congestion-Aware Intent Communication for Multi-Agent Reinforcement Learning
Pei Li, Yongkang Zhang, Zhonglin Lv et al.
A Sequence-Graph Fusion Framework via BiMamba and Fourier-KAN for Interpretable Drug-Target Affinity Prediction
Xibo Li, Lian Chen, Dingyuan Chen et al.
Online Fair Allocation with Demand-Side Time-Dependent Weight
Minming Li, Youzhi Zhang, Shangkun Zheng
Matched-Pair Experimental Design with Active Learning
Weizhi Li, Gautam Dasarathy, Visar Berisha
Nonlinear Axiomatic Attribution for Cooperative Games
Weida Li, Zhuanghua Liu, Yaoliang Yu et al.
Differentially Private Approval-Based Committee Voting
Zhechen Li, Zimai Guo, Lirong Xia et al.
Computational Complexity of Repair Problems on Simple Temporal Networks with Uncertainty
Junkang Li, Frédéric Maris, Ajdin Sumic et al.
Gaussian Approximation and Multiplier Bootstrap for Federated Linear Stochastic Approximation
Ilya Levin, Maksim Shuklin, Eric Moulines et al.
Counting and Sampling Subsets Using Block Covers
Elias Lehtinen, Mikko Koivisto
Preserving Compositionality for Robust Multi-Subject Personalization in Text-to-Image Generation
Sangho Lee, Eugene Baek, Suho Ryu et al.