AAAI - arXivDaily 期刊&会议

2312.12670 2023-12-21 cs.LG cs.AI cs.DC

On the Role of Server Momentum in Federated Learning

Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang

Comments Accepted at AAAI 2024

2312.12659 2023-12-21 cs.CV

Expediting Contrastive Language-Image Pretraining via Self-distilled Encoders

Bumsoo Kim, Jinhyung Kim, Yeonsik Jo, Seung Hwan Kim

Comments AAAI 2024

2312.12585 2023-12-21 cs.LG cs.AI cs.CR

BadRL: Sparse Targeted Backdoor Attack Against Reinforcement Learning

Jing Cui, Yufei Han, Yuzhe Ma, Jianbin Jiao, Junge Zhang

Comments Extended version of the submission accepted by AAAI 2024. It is revised by integrating review comments

2312.12574 2023-12-21 cs.LG

Generator Assisted Mixture of Experts For Feature Acquisition in Batch

Vedang Asgaonkar, Aditya Jain, Abir De

Comments Accepted in AAAI-24

2312.12489 2023-12-21 cs.LG cs.AI

H-ensemble: An Information Theoretic Approach to Reliable Few-Shot Multi-Source-Free Transfer

Yanru Wu, Jianning Wang, Weida Wang, Yang Li

Comments AAAI 2024

2312.12488 2023-12-21 cs.LG cs.CR cs.CV

Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective

HyeongGwon Hong, Yooshin Cho, Hanbyel Cho, Jaesung Ahn, Junmo Kim

Comments To appear in AAAI 2024

2312.12094 2023-12-21 q-bio.BM

CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues

Linglin Jing, Sheng Xu, Yifan Wang, Yuzhe Zhou, Tao Shen, Zhigang Ji, Hui Fang, Zhen Li, Siqi Sun

Comments Accepted to AAAI-24

2312.11953 2023-12-21 cs.GT

Competition among Pairwise Lottery Contests

Xiaotie Deng, Hangxin Gan, Ningyuan Li, Weian Li, Qi Qi

Comments Accepted by the 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

2312.11675 2023-12-21 cs.AI

PRP Rebooted: Advancing the State of the Art in FOND Planning

Christian Muise, Sheila A. McIlraith, J. Christopher Beck

Comments 13 pages, 4 figures, AAAI conference paper Update: Fixed abstract and typos

2312.11276 2023-12-21 cs.CL

Compositional Generalization for Multi-label Text Classification: A Data-Augmentation Approach

Yuyang Chai, Zhuang Li, Jiahui Liu, Lei Chen, Fei Li, Donghong Ji, Chong Teng

Comments Accepted by AAAI'24

2312.10589 2023-12-21 cs.AI cs.LG

NN-Steiner: A Mixed Neural-algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem

Andrew B. Kahng, Robert R. Nerem, Yusu Wang, Chien-Yi Yang

Comments This paper is the complete version with appendix of the paper accepted in AAAI'24 with the same title

2312.10080 2023-12-21 cs.IR cs.AI cs.LG

No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation

Nimesh Agrawal, Anuj Kumar Sirohi, Jayadeva, Sandeep Kumar

Comments To appear as a full paper in AAAI 2024

2312.07392 2023-12-21 cs.LG cs.AI

ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning

Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

Comments This paper has been accepted in AAAI24 (https://aaai.org/aaai-conference/)

2312.02916 2023-12-21 cs.CV cs.LG

MIND: Multi-Task Incremental Network Distillation

Jacopo Bonato, Francesco Pelosin, Luigi Sabetta, Alessandro Nicolosi

Comments Accepted at the 38th AAAI Conference on Artificial Intelligence

2309.01431 2023-12-21 cs.CL

Benchmarking Large Language Models in Retrieval-Augmented Generation

Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun

Comments Accepted to AAAI 2024

2308.13739 2023-12-21 cs.CV eess.IV

Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion

Shenghong Luo, Xuhang Chen, Weiwen Chen, Zinuo Li, Shuqiang Wang, Chi-Man Pun

Comments Accepted by AAAI Conference on Artificial Intelligence 2024 (AAAI 2024)

2308.13198 2023-12-21 cs.CL

Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons

Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

Comments Accepted in the 38th AAAI Conference on Artificial Intelligence (AAAI 2024)

2308.10079 2023-12-21 cs.CV

MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance

Ernie Chu, Tzuhsuan Huang, Shuo-Yen Lin, Jun-Cheng Chen

Comments Accepted as a conference paper in AAAI 2024. Project page: https://medm2023.github.io

2308.09156 2023-12-21 cs.CL

Characterizing Information Seeking Events in Health-Related Social Discourse

Omar Sharif, Madhusudan Basak, Tanzia Parvin, Ava Scharfstein, Alphonso Bradham, Jacob T. Borodovsky, Sarah E. Lord, Sarah M. Preum

Comments Accepted at AAAI-2024. 9 pages, 6 tables, 2 figures

2307.16092 2023-12-21 cs.LG

Feature Transportation Improves Graph Neural Networks

Moshe Eliasof, Eldad Haber, Eran Treister

Comments AAAI 2024

2305.15685 2023-12-21 cs.CL cs.AI

RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting

Lei Shu, Liangchen Luo, Jayakumar Hoskere, Yun Zhu, Yinxiao Liu, Simon Tong, Jindong Chen, Lei Meng

Journal ref AAAI 2024

2305.10701 2023-12-21 cs.CV

Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models

Yihao Huang, Felix Juefei-Xu, Qing Guo, Jie Zhang, Yutong Wu, Ming Hu, Tianlin Li, Geguang Pu, Yang Liu

Comments 16 pages, accepted by AAAI 2024

2304.01644 2023-12-21 cs.GT

Repeated Fair Allocation of Indivisible Items

Ayumi Igarashi, Martin Lackner, Oliviero Nardi, Arianna Novaro

Comments 31 pages. Extended version of accepted AAAI-24 paper

2303.11048 2023-12-21 cs.CV

SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph Generation

Changsheng Lv, Mengshi Qi, Xia Li, Zhengyuan Yang, Huadong Ma

Comments To be published in Thirty-Eighth AAAI Conference on Artificial Intelligence

2303.09429 2023-12-21 cs.CV

Data Roaming and Quality Assessment for Composed Image Retrieval

Matan Levy, Rami Ben-Ari, Nir Darshan, Dani Lischinski

Comments Camera Ready version for AAAI 2024

2301.13779 2023-12-21 cs.PL cs.AI cs.SE

FLAME: A small language model for spreadsheet formulas

Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radiček, Gust Verbruggen

Comments Accepted to AAAI 2024

2212.05908 2023-12-21 cs.LG

Instance-Conditional Timescales of Decay for Non-Stationary Learning

Nishant Jain, Pradeep Shenoy

Comments Accepted at AAAI 2024

2206.07207 2023-12-21 cs.CV cs.CL

Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities

Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Long Chen, Yulei Niu, Xudong Lin, Xuande Feng, Jaywon Koo, Sounak Ray, Shih-Fu Chang

Comments AAAI 2024

2312.12369 2023-12-20 cs.LG cs.AI cs.CY

Chasing Fairness in Graphs: A GNN Architecture Perspective

Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu

Comments Accepted by AAAI Conference on Artificial Intelligence (AAAI) 2024. arXiv admin note: substantial text overlap with arXiv:2202.04187

2312.12362 2023-12-20 cs.LO cs.AI

Auditable Algorithms for Approximate Model Counting

Kuldeep S. Meel, Supratik Chakraborty, S. Akshay

Comments Full version of conference paper accepted at AAAI'24. The authors decided to forgo the old convention of alphabetical ordering of authors in favor of a randomized ordering. The publicly verifiable record of the randomization is available at https://www.aeaweb.org/journals/policies/random-author-order/search