Most Cited AAAI "covariate representation learning" Papers

Suboptimal Search with Dynamic Distribution of Suboptimality

Mohammadreza Hami, Nathan R. Sturtevant

Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition

Hanxuan Li, Bin Fu, Ruiping Wang et al.

GSENet: Global Semantic Enhancement Network for Lane Detection

Junhao Su, Zhenghan Chen, Chenghao He et al.

DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations

Ruilu Wang, Yang Xue, Lianwen Jin

PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation

Siyuan Hu, Zheng Wang, Peng Hu et al.

Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition

Dogan Corus, Pietro S. Oliveto, Donya Yazdani

Fast and Slow Gradient Approximation for Binary Neural Network Optimization

Xinquan Chen, Junqi Gao, Biqing Qi et al.

An Elite-guided Weighted Simulated Annealing Algorithm for the Clique Partitioning Problem

Baiyu Chen, Junwen Ding, Canhui Luo et al.

Scenario-Based Robust Optimization of Tree Structures

Spyros Angelopoulos, Christoph Dürr, Alex Elenter et al.

Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations

Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

Federated Label-Noise Learning with Local Diversity Product Regularization

Xiaochen Zhou, Xudong Wang

PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects

Hisayoshi Nanmo, Manabu Kuroki

Flow Factorization for Efficient Generative Flow Networks

Jiashun Liu, Chunhui Li, Cheng-Hao Liu et al.

Locally Rainbow Paths

Till Fluschnik, Leon Kellerhals, Malte Renken

Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement

Wuliang Huang, Yiqiang Chen, Xinlong Jiang et al.

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention

Ying-Yu Chen, Jun-Wei Hsieh, Xin Li et al.

Parameterization of (Partial) Maximum Satisfiability above Matching in a Variable-Clause Graph

Vasily Alferov, Ivan Bliznets, Kirill Brilliantov

A Matching-Based Algorithm for the Traveling Tournament Problem

Jingyang Zhao, Mingyu Xiao

Improved Approximation Algorithms for Clustered TSP and Subgroup Planning

Jingyang Zhao, Mingyu Xiao, Junqiang Peng et al.

Augmenting Online Algorithms for Knapsack Problem with Total Weight Information

Binghan Wu, Wei Bao, Bing Bing Zhou

Temporal Task and Motion Planning with Metric Time for Multiple Object Navigation

Elisa Tosello, Alessandro Valentini, Andrea Micheli

Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning

Chenyang Zhu, Wen Si, Jinyu Zhu et al.

Inapproximability of Optimal Multi-Agent Pathfinding Problems

Xing Tan, Alban Grastien

DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels

Haoran Liu, Ying Ma, Ming Yan et al.

Parallel Greedy Best-First Search with a Bound on Expansions Relative to Sequential Search

Takumi Shimoda, Alex Fukunaga

Counterfactual Online Learning for Open-Loop Monte-Carlo Planning

Thomy Phan, Shao-Hung Chan, Sven Koenig

Relative Policy-Transition Optimization for Fast Policy Transfer

Jiawei xu, Cheng Zhou, Yizheng Zhang et al.

DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations

Yongxin Xu, Xinke Jiang, Xu Chu et al.

ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning

Xiaotian Liu, Jihwan Jeong, Ayal Taitler et al.

Told You That Will Not Work: Optimal Corrections to Planning Domains Using Counter-Example Plans

Songtuan Lin, Alban Grastien, Rahul Shome et al.

Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning

Alessandro La Farciola, Alessandro Valentini, Andrea Micheli

Multiple Mean-Payoff Optimization Under Local Stability Constraints

David Klaška, Antonín Kučera, Vojtěch Kůr et al.

State Encodings for GNN-Based Lifted Planners

Rostislav Horčik, Gustav Šír, Vítězslav Šimek et al.

Efficient Fault-Tolerant Search by Fast Indexing of Subnetworks

Davide Bilò, Keerti Choudhary, Sarel Cohen et al.

Privacy-and-Utility-Aware Publishing of Schedules

Maike Basmer, Stephan A. Fahrenkrog-Petersen, Ali Kaan Tutak et al.

Noise-Aware Image Captioning with Progressively Exploring Mismatched Words

Zhongtian Fu, Kefei Song, Luping Zhou et al.

Neural Physical Simulation with Multi-Resolution Hash Grid Encoding

Haoxiang Wang, Tao Yu, Tianwei Yang et al.

Provably Secure Image Robust Steganography via Cross-modal Error Correction

Yuang Qi, Kejiang Chen, Na Zhao et al.

R3CD: Scene Graph to Image Generation with Relation-Aware Compositional Control Diffusion

Jinxiu Liu, Qi Liu

Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion

Xuan Liu, Siqi Cai, Qihua Zhou et al.

SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away

Jiliang Hu, Jiajia Li, Ziyi Pan et al.

Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer

Xiaorui Su, Pengwei Hu, Zhu-Hong You et al.

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models

Jiaming He, Wenbo Jiang, Guanyu Hou et al.

The Unreasonable Effectiveness of Open Science in AI: A Replication Study

Odd Erik Gundersen, Odd Cappelen, Martin Mølnå et al.

From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue

Quantitative Predictive Monitoring and Control for Safe Human-Machine Interaction

Shuyang Dong, Meiyi Ma, Josephine Lamp et al.

TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings

Tianyu Zong, Bingkang Shi, Hongzhu Yi et al.

Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera

Jiyuan Zhang, Shiyan Chen, Yajing Zheng et al.

Pandora’s Problem with Deadlines

Ben Berger, Tomer Ezra, Michal Feldman et al.

Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition

Jiadong Wang, Zexu Pan, Malu Zhang et al.

RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation

Jia Zhu, Hanghui Guo, Weijie Shi et al.

Editing Memories Through Few Targeted Neurons

Wei Zhou, Wei Wei, Guibang Cao et al.

CharacterBench: Benchmarking Character Customization of Large Language Models

Jinfeng Zhou, Yongkang Huang, Bosi Wen et al.

MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning

Liwen Zheng, Chaozhuo Li, Litian Zhang et al.

Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation

Xingyu Liu, Pengfei Ren, Yuanyuan Gao et al.

Learning to Manipulate Artistic Images

Wei Guo, Yuqi Zhang, De Ma et al.

MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay

Zeke Xia, Ming Hu, Dengke Yan et al.

Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency

Hanyu Zhao, Li Du, Yiming Ju et al.

Mixture of Knowledge Minigraph Agents for Literature Review Generation

Zhi Zhang, Yan Liu, Sheng-hua Zhong et al.

Prototype-Guided Multimodal Relation Extraction based on Entity Attributes

Zefan Zhang, Weiqi Zhang, Yanhui Li et al.

Expressive Multi-Agent Communication via Identity-Aware Learning

Wei Du, Shifei Ding, Lili Guo et al.

AMD: Anatomical Motion Diffusion with Interpretable Motion Decomposition and Fusion

Beibei Jing, Youjia Zhang, Zikai Song et al.

PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search

Dixi Yao, Baochun Li

Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding

Yuxiang Zhang, Jitao Sang

Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective

You Zhang, Jin Wang, Liang-Chih Yu et al.

Capability Instruction Tuning

Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

Code-switching Mediated Sentence-level Semantic Learning

Shuai Zhang, Jiangyan Yi, Zhengqi Wen et al.

Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation

Junwei Zhang, Xiaolin Li

CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation

Hongxuan Zhang, Yao Zhao, Jiaqi Zheng et al.

Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment

Jinshan Zeng, Xianglong Yu, Xianchao Tong et al.

Stereo Vision Conversion from Planar Videos Based on Temporal Multiplane Images

Shanding Diao, Yuan Chen, Yang Zhao et al.

CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation

Hongwei Yuan, Xiu Tang, Ke Chen et al.

Vision Transformers Beat WideResNets on Small Scale Datasets Adversarial Robustness

Juntao Wu, Ziyu Song, Xiaoyu Zhang et al.

DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent

Dingbo Yuan, Yipeng Chen, Guodong Liu et al.

Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal Training

Ji Won Yoon

Approximate Distance Oracle for Fault-Tolerant Geometric Spanners

Kyungjin Cho, Jihun Shin, Eunjin Oh

Fine-Tuning Language Models with Collaborative and Semantic Experts

Jiaxi Yang, Binyuan Hui, Min Yang et al.

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models

Jinxiang Xie, Yilin Li, Xunjian Yin et al.

Explicitly Guided Difficulty-Controllable Visual Question Generation

Jiayuan Xie, Mengqiu Cheng, Xinting Zhang et al.

Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation

Xin Wu, Yuqi Bu, Yifei Chen et al.

STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs

Zhuang Wang, Linna Zhou, Xuekai Chen et al.

RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector

Zhensheng Wang, Wenmian Yang, Kun Zhou et al.

McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension

Tongguan Wang, Mingmin Wu, Guixin Su et al.

STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling

Jieyi Wang, Yue Huang, Zeming Liu et al.

Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs

Guoqing Wang, Wen Wu, Guangze Ye et al.

A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation

Bingbing Wang, Yiming Du, Bin Liang et al.

A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation

Shiyu Tian, Shuyue Xing, Xingrui Li et al.

VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification

Kai Sun, Hao Wu, Bin Shi et al.

Interweaving Memories of a Siamese Large Language Model

Xin Song, Zhikai Xue, Guoxiu He et al.

Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing

Shanbao Qiao, Xuebing Liu, Seung-Hoon Na

Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations

Chengfu Ou, Lingyun Xiang, Yangfan Liu

Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems

Atsumoto Ohashi, Ryuichiro Higashinaka

Reproduce, Replicate, Reevaluate. The Long but Safe Way to Extend Machine Learning Methods

Luisa Werner, Nabil Layaïda, Pierre Genevès et al.

Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution

Abhilash Nandy, Sambaran Bandyopadhyay

Tensorized Attention for Understanding Multi-Object Relationships

Makoto Nakatsuji, Yasuhiro Fujiwara, Atsushi Otsuka et al.

Reasoning over Uncertain Text by Generative Large Language Models

Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi

Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling

Fang Wu, Bozhen Hu, Stan Z. Li

Breaking Barriers: A Paradigm Shift in Technology Accessibility for Individuals with Physical Disabilities

Kshitij Mishra, Manisha Burja, Asif Ekbal

A Compact Model for Mathematics Problem Representations Distilled from BERT

Hao Ming, Xinguo Yu, Xiaotian Cheng et al.

Controlling Equational Reasoning in Large Language Models with Prompt Interventions

Jordan Meadows, Marco Valentino, André Freitas

Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning

Zhiyuan Ma, Zhenya Huang, Jiayu Liu et al.

CROSSNEWS: A Cross-Genre Authorship Verification and Attribution Benchmark

Marcus Ma, Duong Minh Le, Junmo Kang et al.

BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection

Xuan Luo, Li Yang, Han Zhang et al.

Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration

Shenglong Zhou, Zhiwei Xiong, Feng Wu

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval

Penghao Lu, Xin Dong, Yuansheng Zhou et al.

Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration

Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition

Zesheng Liu, Qiannan Zhu, Cuiping Li et al.

Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning

DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction

RL-SeqISP: Reinforcement Learning-Based Sequential Optimization for Image Signal Processing

Multi-Modal Prompting for Open-Vocabulary Video Visual Relationship Detection

PAT: Pruning-Aware Tuning for Large Language Models

Yijiang Liu, Huanrui Yang, Youxin Chen et al.

Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training

Yueqing Wang, Peng Zhang, Yushuang Liu et al.

Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?

Yang Liu, Xiaoping Wang, Kai Lu

VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning

Sannyuya Liu, Jintian Feng, Xiaoxuan Shen et al.

Scalable Enumeration of Trap Spaces in Boolean Networks via Answer Set Programming

Srikar Appalaraju, Peng Tang, Qi Dong et al.

DiG-In-GNN: Discriminative Feature Guided GNN-based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph

Jinghui Zhang, Zhengjia Xu, Dingyang Lv et al.

Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts

Jiaqing Liu, Chong Deng, Qinglin Zhang et al.

Explore What LLM Does Not Know in Complex Question Answering

Xin Lin, Zhenya Huang, Zhiqiang Zhang et al.

SA²VP: Spatially Aligned-and-Adapted Visual Prompt

Wenjie Pei, Tongqi Xia, Fanglin Chen et al.

How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning

Di-Nan Lin, Yao Jui-Feng, Kun-Da Wu et al.

Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis

Qi Lian, Yu Qi, Yueming Wang

Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing

Zhuoran Li, Chunming Hu, Junfan Chen et al.

Enhancing Relation Extraction via Supervised Rationale Verification and Feedback

Yongqi Li, Xin Miao, Shen Zhou et al.

Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision

Ximing Li, Yuanchao Dai, Zhiyao Yang et al.

EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion

Pengxiang Lan, Enneng Yang, Yuting Liu et al.

RLfOLD: Reinforcement Learning from Online Demonstrations in Urban Autonomous Driving

Daniel Coelho, Miguel Oliveira, Vitor Santos

Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding

Dongdong Kuang, Richong Zhang, Zhijie Nie et al.

ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction

Zixiao Kong, Xianquan Wang, Shuanghong Shen et al.

FMPM-DNet: Hyperspectral Pansharpening Dynamic Network Based on Feature Modulation and Probability Mask

Xiaozheng Wang, Yong Yang, Shuying Huang et al.

VisRec: A Semi-Supervised Approach to Visibility Data Reconstruction in Radio Astronomy

Ruoqi Wang, Haitao Wang, Qiong Luo et al.

Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition

Yujin Kang, Yoon-Sik Cho

Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation

Xiaoqiang Kang, Zimu Wang, Xiaobo Jin et al.

VERSE: Verification-based Self-Play for Code Instructions

Hao Jiang, Qi Liu, Rui Li et al.

Arbitrary-Scale Video Super-resolution Guided by Dynamic Context

Cong Huang, jiahao Li, Lei Chu et al.

Speech Watermarking with Discrete Intermediate Representations

Shengpeng Ji, Ziyue Jiang, Jialong Zuo et al.

Selective and Orthogonal Feature Activation for Pedestrian Attribute Recognition

Junyi Wu, Yan Huang, Min Gao et al.

Towards Verifiable Text Generation with Generative Agent

Bin Ji, Huijun Liu, Mingzhe Du et al.

A Video-grounded Dialogue Dataset and Metric for Event-driven Activities

Wiradee Imrattanatrai, Masaki Asada, Kimihiro Hasegawa et al.

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition

Shizhou Huang, Bo Xu, Yang Yu et al.

Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning

Li Huang, Haowen Liu, Qiang Gao et al.

Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations

Benjamin Doerr, Aymen Echarghaoui, Mohammed Jamal et al.

Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models

Guang Huang, Yanan Xiao, Lu Jiang et al.

AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks

Shifu Hou, Rick Johnson, Ramandeep Makhija et al.

PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration

Jia Wang, Liyan Zhu, Zhe Wang et al.

Vietnamese Words Are Not Constructed from Syllables: Rethinking the Role of Word Segmentation in Natural Language Processing for Vietnamese Texts

Nghia Hieu Nguyen, Dat Tien Nguyen, Ngan Luu-Thuy Nguyen

Sample-Constrained Black Box Optimization for Audio Personalization

Rajalaxmi Rajagopalan, Yu-Lin Wei, Romit Roy Choudhury

Embedding Robust Watermarking into Pattern to Protect the Copyright of Ceramic Artifacts

Lei Tan, Yuliang Xue, Guobiao Li et al.

Shuffled Deep Regression

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts

Yang Yao, Xin Wang, Yijian Qin et al.

Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection

Jianping Zhang, Yizhan Huang, Zhuoer Xu et al.

DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification

Tony Alex, Sara Ahmed, Armin Mustafa et al.

Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors

Junren CHEN, Zhaoqiang Liu

DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis

Zhixin Han, Mengting Hu, Yinhao Bai et al.

Omnidirectional Image Super-resolution via Bi-projection Fusion

Jiangang Wang, Yuning Cui, Yawen Li et al.

Video Event Extraction with Multi-View Interaction Knowledge Distillation

Kaiwen Wei, Du Runyan, Li Jin et al.

Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models

Jian Gao, Xiao Zhang, Miao Li et al.

COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction

Zhichao Duan, Tengyu Pan, Zhenyu Li et al.

Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models

Yanrui Du, Sendong Zhao, Ming Ma et al.

Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation

Lianggangxu Chen, Youqi Song, Yiqing Cai et al.

Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning

Shihan Dou, Yan Liu, Enyu Zhou et al.

Divide and Conquer: Hybrid Pre-training for Person Search

Yanling Tian, Di Chen, Yunan Liu et al.

Optimize & Reduce: A Top-Down Approach for Image Vectorization

Or Hirschorn, Amir Jevnisek, Shai Avidan

Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation

Guanting Dong, Xiaoshuai Song, Yutao Zhu et al.

Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation

Yijun Ma, Chaozhuo Li, Xiao Zhou

Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems

Sourish Dasgupta, Harsh Sharma, Devansh Patel et al.

On Effects of Steering Latent Representation for Large Language Model Unlearning

Huu-Tien Dang, Tin Pham, Hoang Thanh-Tung et al.

Attributive Reasoning for Hallucination Diagnosis of Large Language Models

Yuyan Chen, Zehao Li, Shuangjie You et al.

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent

Yu-Chuan Chen, Hen-Hsen Huang

Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning

Minping Chen, You-Liang Huang, Zeyi Wen

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

Han Cao, Lingwei Wei, Wei Zhou et al.

MP: Endowing Large Language Models with Lateral Thinking

Tian Bai, Yongwang Cao, Yan Ge et al.

A Local-Ascending-Global Learning Strategy for Brain-Computer Interface

Dongrui Gao, Haokai Zhang, Pengrui Li et al.

Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning

Shengyuan Bai, Qibin Li, Zhe Wang et al.

Concurrent Planning and Execution in Lifelong Multi-Agent Path Finding with Delay Probabilities

Yue Zhang, Zhe Chen, Daniel Harabor et al.

Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding

Mingyue Zhang, Nianyu Li, Yi Chen et al.

Responsibility-aware Strategic Reasoning in Probabilistic Multi-Agent Systems

Chunyan Mu, Muhammad Najib, Nir Oren

Learning Joint Behaviors with Large Variations

Tianxu Li, Kun Zhu

An Open-Ended Learning Framework for Opponent Modeling

Yuheng Jing, Kai Li, Bingyun Liu et al.

Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding

Jingping Liu, Mingchuan Zhang, Weichen Li et al.

Contract-based Design and Verification of Multi-Agent Systems with Quantitative Temporal Requirements

Rafael Dewes, Rayna Dimitrova

Orpheus: Engineering Multiagent Systems via Communicating Agents

Matteo Baldoni, Samuel H. Christie V, Munindar P. Singh et al.

Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution

Adam Zychowski, Andrew Perrault, Jacek Mańdziuk

Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval

Ruifan Zuo, Chaoqun Zheng, Lei Zhu et al.

Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks

Yuankun Zu, Shiyu Xia, Xu Yang et al.

Image-to-video Adaptation with Outlier Modeling and Robust Self-learning

Junbao Zhuo, Shuhui Wang, Zhenghan Chen et al.

Constrained Offline Black-Box Optimization via Risk Evaluation and Management

Yiyi Zhu, Huakang Lu, Yupeng Wu et al.

Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update

Zikun Zhou, Wen Huang, Xingyi Wang et al.

Training Deep Neural Networks with Virtual Smoothing Classes

Zhiyang Zhou, Siwei Wei, Xudong Zhang et al.

A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction

Ruili Pu, Yang Li, Jun Zhao et al.

QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models

Qirui Zhou, Yuanbo Wen, Ruizhi Chen et al.

Causally Consistent Normalizing Flow

Qingyang Zhou, Kangjie Lu, Meng Xu

FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation

Pengyang Zhou, Chaochao Chen, Weiming Liu et al.

On Probabilistic Truncation in Privacy-preserving Machine Learning

Lijing Zhou, Bingsheng Zhang, Ziyu Wang et al.

Large Occluded Human Image Completion via Image-Prior Cooperating

Hengrun Zhao, Yu Zeng, Huchuan Lu et al.

Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining

Xiaozhuang Song, Yuzhao Tu, Hangting Ye et al.

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning

Guangchong Zhou, Zeren Zhang, Guoliang Fan

MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition

Yan Zhong, Zhixin Yan, Yi Xie et al.

Non-excludable Bilateral Trade between Groups

Yixuan Even Xu, Hanrui Zhang, Vincent Conitzer

ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning

Hao Zheng, Zhigang Hu, Liu Yang et al.