AAAI

Transfer and Alignment Network for Generalized Category Discovery

Wenbin An, Feng Tian, Wenkai Shi, Yan Chen, Yaqiang Wu, Qianying Wang, Ping Chen

Comments Accepted by AAAI 2024

Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks

Chenyang Qiu, Guoshun Nan, Tianyu Xiong, Wendi Deng, Di Wang, Zhiyang Teng, Lijuan Sun, Qimei Cui, Xiaofeng Tao

Comments To be appeared in the proceedings of AAAI-2024

Approximate Distance and Shortest-Path Oracles for Fault-Tolerant Geometric Spanners

Kyungjin Cho, Jihun Shin, Eunjin Oh

Comments AAAI 2024

Automating Knowledge Acquisition for Content-Centric Cognitive Agents Using LLMs

Sanjay Oruganti, Sergei Nirenburg, Jesse English, Marjorie McShane

Comments 7 pages, 7 figures, AAAI Fall Symposium Series 2023 on Integrating Cognitive Architecture and Generative Models

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought

Li Zheng, Hao Fei, Fei Li, Bobo Li, Lizi Liao, Donghong Ji, Chong Teng

Comments This paper has been accepted by the 38th Annual AAAI Conference on Artificial Intelligence (AAAI'24, FEBRUARY 20-27, 2024, VANCOUVER, CANADA)

Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model

Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruiming Hu, Xinbo Gao

Comments Accepted by AAAI 2024

SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models

Manish Nagireddy, Lamogha Chiazor, Moninder Singh, Ioana Baldini

Comments AAAI 2024

United We Stand: Using Epoch-wise Agreement of Ensembles to Combat Overfit

Uri Stern, Daniel Shwartz, Daphna Weinshall

Journal ref Proceedings: 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models

Yuqi Zhu, Jia Li, Ge Li, YunFei Zhao, Jia Li, Zhi Jin, Hong Mei

Comments This paper is accepted by AAAI 2024

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

Zhaopeng Gu, Bingke Zhu, Guibo Zhu, Yingying Chen, Ming Tang, Jinqiao Wang

Comments Accepted by AAAI 2024; Project page: https://anomalygpt.github.io

Distributional Off-Policy Evaluation for Slate Recommendations

Shreyas Chaudhari, David Arbour, Georgios Theocharous, Nikos Vlassis

Comments Accepted in The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation

Debaditya Shome, Pritam Sarkar, Ali Etemad

Comments Accepted at AAAI 2024

Audio Generation with Multiple Conditional Diffusion Model

Zhifang Guo, Jianguo Mao, Rui Tao, Long Yan, Kazushige Ouchi, Hong Liu, Xiangdong Wang

Comments Accepted by AAAI 2024

Multi-Architecture Multi-Expert Diffusion Models

Yunsung Lee, Jin-Young Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi

Comments To be published in the AAAI 2024 Proceedings Main Track

CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments

Xiulong Liu, Sudipta Paul, Moitreya Chatterjee, Anoop Cherian

Comments Accepted at AAAI 2024

Generating images of rare concepts using pre-trained diffusion models

Dvir Samuel, Rami Ben-Ari, Simon Raviv, Nir Darshan, Gal Chechik

Comments Accepted to AAAI 2024

Towards Large Certified Radius in Randomized Smoothing using Quasiconcave Optimization

Bo-Han Kung, Shang-Tse Chen

Comments AAAI 2024

Maximizing the Success Probability of Policy Allocations in Online Systems

Artem Betlei, Mariia Vladimirova, Mehdi Sebbar, Nicolas Urien, Thibaud Rahier, Benjamin Heymann

Comments accepted to AAAI 2024, 7 pages main text, 9 pages references and appendix, 22 figures

Editing Language Model-based Knowledge Graph Embeddings

Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbing Liu, Huajun Chen

Comments AAAI 2024. The project website is https://zjunlp.github.io/project/KGE_Editing/

Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning

Chenyi Jiang, Haofeng Zhang

Comments Accepted to AAAI 2024

Monocular 3D Hand Mesh Recovery via Dual Noise Estimation

Hanhui Li, Xiaojian Lin, Xuan Huang, Zejun Yang, Zhisheng Wang, Xiaodan Liang

Comments Accepted by AAAI-24

Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection

Songmin Dai, Yifan Wu, Xiaoqiang Li, Xiangyang Xue

Comments AAAI 2024

Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations

Renzhe Zhou, Chen-Xiao Gao, Zongzhang Zhang, Yang Yu

Comments Accepted by AAAI 2024

Decentralized Monte Carlo Tree Search for Partially Observable Multi-agent Pathfinding

Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov

Comments The paper is accepted to AAAI-2024 conference

Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control

Zunnan Xu, Yachao Zhang, Sicheng Yang, Ronghui Li, Xiu Li

Comments AAAI-2024

Towards Squeezing-Averse Virtual Try-On via Sequential Deformation

Sang-Heon Shim, Jiwoo Chung, Jae-Pil Heo

Comments Accepted to AAAI 2024

Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation

Zhaofan Zhang, Yanan Xiao, Lu Jiang, Dingqi Yang, Minghao Yin, Pengyang Wang

Comments Accepted to AAAI 2024

TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning

Jiexi Liu, Songcan Chen

Comments Accepted by AAAI 2024

Open-Vocabulary Video Relation Extraction

Wentao Tian, Zheng Wang, Yuqian Fu, Jingjing Chen, Lechao Cheng

Comments accpeted by AAAI 2024

ConcaveQ: Non-Monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning

Huiqun Li, Hanhan Zhou, Yifei Zou, Dongxiao Yu, Tian Lan

Comments Accepted at AAAI 2024

Journal ref AAAI 2024