AAAI - arXivDaily 期刊&会议

2412.10675 2024-12-17 cs.CL cs.AI

Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation

Sukai Huang, Trevor Cohn, Nir Lipovetzky

Comments 8 pages main body, 10 pages appendix, accepted by Workshop on Planning in the Era of LLMs (LM4Plan @ AAAI 2025)

2412.10659 2024-12-17 cs.CV cs.LG q-bio.QM

MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics

Kaichen Xu, Qilong Wu, Yan Lu, Yinan Zheng, Wenlin Li, Xingjie Tang, Jun Wang, Xiaobo Sun

Comments AAAI 2025. Code: https://github.com/wqlzuel/MEATRD

2412.10649 2024-12-17 cs.SD cs.AI cs.MM eess.AS

Hidden Echoes Survive Training in Audio To Audio Generative Instrument Models

Christopher J. Tralie, Matt Amery, Benjamin Douglas, Ian Utz

Comments 8 pages, 11 Figures, Proceedings of 2025 AAAI Workshop on AI for Music

2412.10644 2024-12-17 eess.SP cs.AI

Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB

Shengheng Liu, Zihuan Mao, Xingkang Li, Mengguan Pan, Peng Liu, Yongming Huang, Xiaohu You

Comments To appear in ACM TOSN. A preliminary version of this article was presented at the AAAI'2024 Main Technical Track

2412.10636 2024-12-17 cs.GT

Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games

Yixuan Even Xu, Zhe Feng, Fei Fang

Comments 18 pages, 5 figures, aaai 2025

2412.10570 2024-12-17 cs.LG stat.ML

Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks

Giorgio Morales, John Sheppard

Comments Accepted to appear in AAAI 2025

2412.10460 2024-12-17 cs.CV cs.AI cs.SD eess.AS

Enriching Multimodal Sentiment Analysis through Textual Emotional Descriptions of Visual-Audio Content

Sheng Wu, Xiaobao Wang, Longbiao Wang, Dongxiao He, Jianwu Dang

Journal ref AAAI 2025

2412.10275 2024-12-17 cs.CV

TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation

Xingrui Wang, Xin Li, Yaosi Hu, Hanxin Zhu, Chen Hou, Cuiling Lan, Zhibo Chen

Comments Accepted by AAAI 2025

2412.09220 2024-12-17 cs.CV

USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation

Wanjiang Weng, Hongsong Wang, Junbo Wang, Lei He, Guosen Xie

Comments Accepted by AAAI 2025

2412.09177 2024-12-17 cs.CV cs.CG

Weighted Poisson-disk Resampling on Large-Scale Point Clouds

Xianhe Jiao, Chenlei Lv, Junli Zhao, Ran Yi, Yu-Hui Wen, Zhenkuan Pan, Zhongke Wu, Yong-jin Liu

Comments Accepted to AAAI 2025

2412.08929 2024-12-17 cs.CV

CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning

Qiwei Li, Jiahuan Zhou

Comments in Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI-25)

2412.08421 2024-12-17 cs.CV

PointCFormer: a Relation-based Progressive Feature Extraction Network for Point Cloud Completion

Yi Zhong, Weize Quan, Dong-ming Yan, Jie Jiang, Yingmei Wei

Comments 9 pages, 8 figures, AAAI 2025, references added

2409.01251 2024-12-17 cs.LG cs.DC

GAS: Generative Activation-Aided Asynchronous Split Federated Learning

Jiarong Yang, Yuan Liu

Comments AAAI 2025 accepted paper

2408.11402 2024-12-17 cs.CV

Video Diffusion Models are Strong Video Inpainter

Minhyeok Lee, Suhwan Cho, Chajin Shin, Jungho Lee, Sunghun Yang, Sangyoun Lee

Comments Accepted to AAAI 2025

2408.10605 2024-12-17 cs.CV cs.AI

MUSES: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration

Yanbo Ding, Shaobin Zhuang, Kunchang Li, Zhengrong Yue, Yu Qiao, Yali Wang

Comments AAAI 2025

2408.10286 2024-12-17 cs.LG cs.AI

GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching

Xiao Han, Zijian Zhang, Xiangyu Zhao, Yuanshao Zhu, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye

Comments Accepted by AAAI 2025

2408.09441 2024-12-17 cs.CV

CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination

Kaicheng Yang, Tiancheng Gu, Xiang An, Haiqiang Jiang, Xiangzi Dai, Ziyong Feng, Weidong Cai, Jiankang Deng

Comments Accepted by AAAI 2025

2408.03934 2024-12-17 cs.CL

From Words to Worth: Newborn Article Impact Prediction with LLM

Penghai Zhao, Qinghua Xing, Kairan Dou, Jinyu Tian, Ying Tai, Jian Yang, Ming-Ming Cheng, Xiang Li

Comments Accepted by AAAI 2025. Code, dataset are released at https://sway.cloud.microsoft/KOH09sPR21Ubojbc

2408.03540 2024-12-17 cs.CV

PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model

Yunlong Huang, Junshuo Liu, Ke Xian, Robert Caiming Qiu

Comments Accpeted by the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

2407.05700 2024-12-17 cs.CL cs.AI cs.SE

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct

Yutong Wu, Di Huang, Wenxuan Shi, Wei Wang, Lingzhe Gao, Shihao Liu, Ziyuan Nan, Kaizhao Yuan, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Yewen Pu, Dawei Yin, Xing Hu, Yunji Chen

Comments Accepted for publication at AAAI 2025. Extended version with full appendix, 18 pages

2406.12274 2024-12-17 cs.CL

SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models

Somnath Banerjee, Sayan Layek, Soham Tripathy, Shanu Kumar, Animesh Mukherjee, Rima Hazra

Comments Accepted at AAAI 2025 (AI Alignment Track). Also selected for Microsoft Academic Partnership Grant (MAPG) 2024

2405.07667 2024-12-17 cs.CR cs.CL

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models

Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song

Comments To appear at AAAI 2025

2404.13282 2024-12-17 cs.CV cs.MM

Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding

Guangyin Bao, Qi Zhang, Zixuan Gong, Jialei Zhou, Wei Fan, Kun Yi, Usman Naseem, Liang Hu, Duoqian Miao

Comments AAAI 2025, 16 pages

2404.12630 2024-12-17 cs.CV cs.MM

MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction

Zixuan Gong, Qi Zhang, Guangyin Bao, Lei Zhu, Ke Liu, Liang Hu, Duoqian Miao

Comments AAAI 2025, 14 pages

2404.12535 2024-12-17 cs.LG cs.AI cs.CL

Is There No Such Thing as a Bad Question? H4R: HalluciBot For Ratiocination, Rewriting, Ranking, and Routing

William Watson, Nicole Cho, Nishan Srishankar

Comments Accepted at The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

2404.09468 2024-12-17 cs.AI

Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen

Comments AAAI 2025; Repo is available at https://github.com/zjukg/MyGO

2403.19723 2024-12-17 cs.CL cs.AI cs.DB cs.MM

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding

Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

Comments AAAI 2025

2402.11989 2024-12-17 cs.LG cs.CR cs.CV

Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Models

Zihao Luo, Xilie Xu, Feng Liu, Yun Sing Koh, Di Wang, Jingfeng Zhang

Comments AAAI 2025 Accept

2312.03289 2024-12-17 cs.CV

Enhancing Robustness in Incremental Learning with Adversarial Training

Seungju Cho, Hongsin Lee, Changick Kim

Comments Accepted to AAAI 2025

2112.02563 2024-12-17 cs.AI cs.LG

A Novel Approach to Solving Goal-Achieving Problems for Board Games

Chung-Chin Shih, Ti-Rong Wu, Ting Han Wei, I-Chen Wu

Comments The main text is the final version to AAAI-22