AAAI

NodeMixup: Tackling Under-Reaching for Graph Neural Networks

Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Long Jin

Comments Accepted by AAAI-24

Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors

Yi-Fan Zhang, Zhang Zhang, Liang Wang, Tieniu Tan, Rong Jin

Comments 8 pages, 3 figures, AAAI 2024 Workshop on Responsible Language Models

Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property

Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm

Comments To appear at AAAI 2024

Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation

Xiaobin Huang, Lei Song, Ke Xue, Chao Qian

Comments AAAI 2024 Accept

Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models

Shengzhe Zhou, Zejian Lee, Shengyuan Zhang, Lefan Hou, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun

Comments AAAI 2024

Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai, Jiamin Zhuang, Gang Xiong, Yue Hu, Qi Wu

Journal ref AAAI 2024

Limitations of Face Image Generation

Harrison Rosenberg, Shimaa Ahmed, Guruprasad V Ramesh, Ramya Korlakai Vinayak, Kassem Fawaz

Comments Accepted to The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum

Shen Gao, Zhengliang Shi, Minghang Zhu, Bowen Fang, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Zhaochun Ren

Comments Accepted by AAAI 2024

An Empirical Study of CLIP for Text-based Person Search

Min Cao, Yang Bai, Ziyin Zeng, Mang Ye, Min Zhang

Comments Accepted by AAAI 2024. Code is available at https://github.com/Flame-Chasers/TBPS-CLIP

SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model

Shili Zhou, Ruian He, Weimin Tan, Bo Yan

Comments Accepted by AAAI 2024

Scalable Bayesian Meta-Learning through Generalized Implicit Gradients

Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis

Comments Accepted as a poster paper in the main track of Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 37 (2023), 11298-11306

Dynamic Feature Pruning and Consolidation for Occluded Person Re-Identification

YuTeng Ye, Hang Zhou, Jiale Cai, Chenxing Gao, Youjia Zhang, Junle Wang, Qiang Hu, Junqing Yu, Wei Yang

Comments Accepted by AAAI-24

Adversarial Purification with the Manifold Hypothesis

Zhaoyuan Yang, Zhiwei Xu, Jing Zhang, Richard Hartley, Peter Tu

Comments Extended version of paper accepted at AAAI 2024 with supplementary materials

Interactive Visual Task Learning for Robots

Weiwei Gu, Anant Sah, Nakul Gopalan

Comments In Proceedings of The 38th Annual AAAI Conference on Artificial Intelligence

Learning Fair Policies for Multi-stage Selection Problems from Observational Data

Zhuangzhuang Jia, Grani A. Hanasusanto, Phebe Vayanos, Weijun Xie

Comments 38th Annual AAAI Conference on Artificial Intelligence, 2024

OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments

Jinyi Liu, Zhi Wang, Yan Zheng, Jianye Hao, Chenjia Bai, Junjie Ye, Zhen Wang, Haiyin Piao, Yang Sun

Comments Accepted by AAAI 2024, with appendix

SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition

Yichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu

Comments AAAI 2023

Continuous-time Graph Representation with Sequential Survival Process

Abdulkadir Celikkanat, Nikolaos Nakis, Morten Mørup

Comments Accepted to the 38th Annual AAAI Conference on Artificial Intelligence (AAAI24), Vancouver, British Columbia, 2024

No More Shortcuts: Realizing the Potential of Temporal Self-Supervision

Ishan Rajendrakumar Dave, Simon Jenni, Mubarak Shah

Comments AAAI 2024 (Main Technical Track)

From Past to Future: Rethinking Eligibility Traces

Dhawal Gupta, Scott M. Jordan, Shreyas Chaudhari, Bo Liu, Philip S. Thomas, Bruno Castro da Silva

Comments Accepted in The 38th Annual AAAI Conference on Artificial Intelligence

Relightable and Animatable Neural Avatars from Videos

Wenbin Lin, Chengwei Zheng, Jun-Hai Yong, Feng Xu

Comments Accepted by AAAI 2024

SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

Zhecheng Wang, Rajanie Prabha, Tianyuan Huang, Jiajun Wu, Ram Rajagopal

Comments Accepted by AAAI 2024

CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models

Dan Shi, Chaobin You, Jiantao Huang, Taihao Li, Deyi Xiong

Comments AAAI 2024

Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data

Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li

Comments AAAI 2024

Object-aware Adaptive-Positivity Learning for Audio-Visual Question Answering

Zhangbin Li, Dan Guo, Jinxing Zhou, Jing Zhang, Meng Wang

Comments Accepted by AAAI-2024

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models

Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He

Comments accepted by AAAI-24

Cached Transformers: Improving Transformers with Differentiable Memory Cache

Zhaoyang Zhang, Wenqi Shao, Yixiao Ge, Xiaogang Wang, Jinwei Gu, Ping Luo

Comments AAAI 2024

Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning

Jiang-Tian Zhai, Xialei Liu, Lu Yu, Ming-Ming Cheng

Comments to appear at AAAI 2024

DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization

Aritra Bhowmick, Mert Kosan, Zexi Huang, Ambuj Singh, Sourav Medya

Comments Accepted to AAAI'24

Imitation of Life: A Search Engine for Biologically Inspired Design

Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu Kang, Joel Chan, Aniket Kittur, Dafna Shahaf

Comments To be published in the AAAI 2024 Proceedings Main Track