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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9570
2502.19660 2025-03-07 cs.CV

Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising

Zikuan Li, Qiaoyun Wu, Jialin Zhang, Kaijun Zhang, Jun Wang

Comments Accepted by AAAI 2025

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2412.19085 2025-03-07 cs.LG

Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components

Tengxue Zhang, Yang Shu, Xinyang Chen, Yifei Long, Chenjuan Guo, Bin Yang

Comments Accepted by AAAI 2025

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2409.12106 2025-03-07 cs.CL cs.AI

Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models

Haoran Ye, Yuhang Xie, Yuanyi Ren, Hanjun Fang, Xin Zhang, Guojie Song

Comments Accepted at AAAI 2025

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2503.03228 2025-03-06 cs.CV

Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints

Qinglin Liu, Zonglin Li, Xiaoqian Lv, Xin Sun, Ru Li, Shengping Zhang

Comments Accepted to AAAI 2025

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2503.01275 2025-03-06 cs.CL

Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning

Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Baohang Li, Yangfan Ye, Zhirui Zhang, Dandan Tu, Duyu Tang, Yunfei Lu, Hui Wang, Bing Qin

Comments Accepted at AAAI 2025

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2412.18180 2025-03-06 stat.ME cs.LG

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

Hisayoshi Nanmo, Manabu Kuroki

Comments Accepted by AAAI 2025

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2408.08927 2025-03-06 cs.AI cs.CL

VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool

Chia-Tung Ho, Haoxing Ren, Brucek Khailany

Comments main paper 7 pages, reference 1 page, it is the version that accepted by AAAI 2025

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2503.03139 2025-03-06 cs.LG cs.AI cs.DC

Convergence Analysis of Federated Learning Methods Using Backward Error Analysis

Jinwoo Lim, Suhyun Kim, Soo-Mook Moon

Journal ref AAAI 2025

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2503.03107 2025-03-06 cs.CL cs.AI

External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection

Biwei Cao, Qihang Wu, Jiuxin Cao, Bo Liu, Jie Gui

Comments accepted by AAAI'25

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2503.02695 2025-03-05 cs.IR

Zero-Shot Complex Question-Answering on Long Scientific Documents

Wanting Wang

Comments AAAI 2025 Workshop on Document Understanding and Intelligence

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2503.01910 2025-03-05 q-bio.QM cs.AI

dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen

Cheng Tan, Yijie Zhang, Zhangyang Gao, Yufei Huang, Haitao Lin, Lirong Wu, Fandi Wu, Mathieu Blanchette, Stan. Z. Li

Comments AAAI 2025 Oral

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2502.10967 2025-03-05 cs.SI

Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment

Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou

Comments In Proc. AAAI, 2025

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2502.10038 2025-03-05 cs.AI

POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning

Jiawei Cheng, Jingyuan Wang, Yichuan Zhang, Jiahao Ji, Yuanshao Zhu, Zhibo Zhang, Xiangyu Zhao

Comments AAAI 25

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2501.01022 2025-03-05 cs.CV q-bio.NC

Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function

Anna Grim, Jayaram Chandrashekar, Uygar Sumbul

Journal ref AAAI 2025

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2410.05821 2025-03-05 cs.CL

Towards Zero-Shot, Controllable Dialog Planning with LLMs

Dirk Väth, Ngoc Thang Vu

Comments This paper has been accepted for publication at the AAAI 2022 Workshop on Planning in the Era of LLMs

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2405.05998 2025-03-05 q-bio.GN cs.LG

Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity

Zhufeng Li, Sandeep S Cranganore, Nicholas Youngblut, Niki Kilbertus

Comments published at AAAI 2025

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2503.01737 2025-03-04 cs.LG stat.ML

Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios

Mohammad Rafid Ul Islam, Prasad Tadepalli, Alan Fern

Comments 7 pages, 2 figures, 3 tables, Accepted in AAAI 2025 Main Track

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2503.01530 2025-03-04 cs.LG

Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning

Liang Wu, Ruixi Hu, Yunwen Lei

Comments To appear in AAAI 2025

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2503.01368 2025-03-04 cs.GT cs.DS

The Complexity of Extending Fair Allocations of Indivisible Goods

Argyrios Deligkas, Eduard Eiben, Robert Ganian, Tiger-Lily Goldsmith, Stavros D. Ioannidis

Comments 19 pages; Accepted to AAAI 2025

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2503.01178 2025-03-04 cs.LG cs.RO

Differentiable Information Enhanced Model-Based Reinforcement Learning

Xiaoyuan Zhang, Xinyan Cai, Bo Liu, Weidong Huang, Song-Chun Zhu, Siyuan Qi, Yaodong Yang

Comments Accepted by AAAI 2025

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2503.01022 2025-03-04 cond-mat.mtrl-sci cs.AI cs.LG

LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery

Onur Boyar, Indra Priyadarsini, Seiji Takeda, Lisa Hamada

Comments 4 pages, presented at AAAI 2025 Workshop on AI to Accelerating Science and Engineering (AI2ASE)

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2503.00936 2025-03-04 cs.CV

IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis

Yuji Wang, Jingchen Ni, Yong Liu, Chun Yuan, Yansong Tang

Comments AAAI 2025

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2503.00930 2025-03-04 cs.LG cs.AI

Behavior Preference Regression for Offline Reinforcement Learning

Padmanaba Srinivasan, William Knottenbelt

Comments Conference paper at AAAI 25

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2502.19210 2025-03-04 math.OC cs.LG

Langevin Multiplicative Weights Update with Applications in Polynomial Portfolio Management

Yi Feng, Xiao Wang, Tian Xie

Comments Accepted for AAAI-2025

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2501.07596 2025-03-04 cs.LG cs.CL cs.IR

Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration

Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu

Comments Published on AAAI'25(Oral): The Annual AAAI Conference on Artificial Intelligence

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2412.15598 2025-03-04 cs.LG cs.AI eess.SP

Long-Term EEG Partitioning for Seizure Onset Detection

Zheng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun

Comments Accepted at AAAI 2025

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2412.14663 2025-03-04 cs.SI cs.AI cs.LG

IOHunter: Graph Foundation Model to Uncover Online Information Operations

Marco Minici, Luca Luceri, Francesco Fabbri, Emilio Ferrara

Comments Accepted at AAAI 2025

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2410.00726 2025-03-04 cs.AI cs.LO

LTLf Synthesis on First-Order Agent Programs in Nondeterministic Environments

Till Hofmann, Jens Claßen

Comments AAAI'25

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2402.17109 2025-03-04 cs.GT cs.MA

Replicating Electoral Success

Kiran Tomlinson, Tanvi Namjoshi, Johan Ugander, Jon Kleinberg

Comments 48 pages; extended version of AAAI '25 paper

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2208.02820 2025-03-04 cs.CR cs.AI cs.CV cs.LG

MOVE: Effective and Harmless Ownership Verification via Embedded External Features

Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao, Kui Ren

Comments This paper has been accepted by IEEE TPAMI 2025. It is the journal extension of our conference paper in AAAI 2022 (https://ojs.aaai.org/index.php/AAAI/article/view/20036). 18 pages

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