Papers
3,706 papers found
Dual-Kernel Graph Community Contrastive Learning
Xiang Chen, Kun Yue, Wenjie Liu et al.
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation
Shu Wang, Yixiang Fang, Yingli Zhou et al.
TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
Wen Yin, Siyu Zhan, Cencen Liu et al.
Conditional Probabilistic Bipolar Argumentation Framework: Explanations, Complexity and Approximation
Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio et al.
Data Complexity of Querying Description Logic Knowledge Bases Under Cost-Based Semantics
Meghyn Bienvenu, Quentin Manière
Matrix Editing Meets Fair Clustering: Parameterized Algorithms and Complexity
Robert Ganian, Hung P. Hoang, Simon Wietheger
Description Logics with Two Types of Definite Descriptions: Complexity, Expressiveness, and Automated Deduction
Michał Sochański, Przemysław Andrzej Wałęga, Michał Zawidzki
Causality-Aligned Semantic Recovery for Incomplete Cross-Modal Retrieval
Haipeng Chen, Yu Liu, Xun Yang et al.
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
Shengbo Gao, Jinyang Guo, Lixian Su et al.
PartialNet: Compute Less, Perform Better
Haiduo Huang, Tian Xia, Wenzhe Zhao et al.
Enhancing Chemical Explainability Through Counterfactual Masking
Łukasz Janisiów, Marek Kochańczyk, Bartosz Michał Zieliński et al.
HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning
Qirui Ji, Bin Qin, Yifan Jin et al.
DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning
Xiwei Liu, Yulong Li, Feilong Tang et al.
Adapt Before Continual Learning
Aojun Lu, Tao Feng, Hangjie Yuan et al.
LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models
Huimin Ren, Yan Liang, Baiqiao Su et al.
Rademacher Complexity for Distributionally Robust Learning
Zhengyu Zhou, Weiwei Liu
Learning to Cooperate with Minimal Observability
Chin-wing Leung, Paolo Turrini, Fernando P. Santos et al.
LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning
Liutao, Xutao Mao, Dixuan Zhang et al.
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
Zhanghao Hu, Qinglin Zhu, Siya Qi et al.
ComLQ: Benchmarking Complex Logical Queries in Information Retrieval
Ganlin Xu, Zhitao Yin, Linghao Zhang et al.
On the Probabilistic Learnability of Compact Neural Network Preimage Bounds
Luca Marzari, Manuele Bicego, Ferdinando Cicalese et al.
MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes
Liu Liu, Alexandra Schild, Marco Cipriano et al.
MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks
Jianrong Lu, Junwei Liu, Xingyun Zheng et al.
Complex Reasoning over Vision and Language --Leveraging Neurosymbolic AI
Parisa Kordjamshidi