AAAI 2024 (9篇)
Transfer and Alignment Network for Generalized Category Discovery
作者：Wenbing An, Feng Tian*, Wenkai Shi, Yan Chen, Yaqiang Wu, Qianying Wang*, Ping Chen
合作方：联想研究院，马萨诸塞大学波士顿分校
链接：https://ojs.aaai.org/index.php/AAAI/article/view/28959
A Unified Knowledge Transfer Network for Generalized Category Discovery
作者：Wenkai Shi, Wenbin An, Feng Tian*,Yan Chen, Yaqiang Wu, Qianying Wang*, Ping Chen
合作方：联想研究院，马萨诸塞大学波士顿分校
链接：https://ojs.aaai.org/index.php/AAAI/article/view/29862
The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution
作者：Yuefei Wu, Bin Shi, Bo Dong, Qinghua Zheng, Hua Wei
合作方：亚利桑那州立大学
链接：https://ojs.aaai.org/index.php/AAAI/article/view/30172/32080
RR-PU: A Synergistic Two-Stage Positive and Unlabeled Learning Framework for Robust Tax Evasion Detection
作者：Shuzhi Cao, Jianfei Ruan, Bo Dong, Bin Shi, Qinghua Zheng
链接：https://ojs.aaai.org/index.php/AAAI/article/view/28665/29291
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
作者：Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang
合作方：SGIT AI Lab, State Grid Corporation of China, University of Technology Sydney, Baidu Inc
链接：https://ojs.aaai.org/index.php/AAAI/article/download/27911/27844
Ssmg: Spatial-semantic map guided diffusion model for free-form layout-to-image generation
作者：Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Mengmeng Wang, Jingdong Wang合作方：SGIT AI Lab, State Grid Corporation of China, University of Technology Sydney, Baidu Inc, Mohamed bin Zayed University of Artifcial Intelligence, Zhejiang University
链接：https://ojs.aaai.org/index.php/AAAI/article/download/28024/28062
SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection
作者：Wang, J., Yan, C., Zhang, W., Liu, H., Sun, H., & Zheng, Q
合作方：中国电信
链接：https://ojs.aaai.org/index.php/AAAI/article/view/28353
Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion
作者：Bin Shang, Yinliang Zhao, Jun Liu, Di Wang
合作方：西安电子科技大学，新加坡国立大学
链接：https://ojs.aaai.org/index.php/AAAI/article/view/28745
LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation
作者：Bin Shang, Yinliang Zhao, Jun Liu, Di Wang
合作方：西安电子科技大学，新加坡国立大学
链接：https://ojs.aaai.org/index.php/AAAI/article/view/28744
CVPR 2024 (5篇)
Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning
作者：Rui Zhao, Bin Shi, Jianfei Ruan, Tianze Pan, Bo Dong
合作方：香港城市大学，腾讯
链接：https://arxiv.org/abs/2405.05714
E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator
作者：Wenjun Wu, Lingling Zhang, Jun Liu, Xi Tang, Yaxian Wang, Shaowei Wang, QianYing Wang
链接：https://cvpr.thecvf.com/virtual/2024/poster/30532
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering
作者：Shaowei Wang, Lingling Zhang, Longji Zhu, Tao Qin, Kim-Hui Yap, Xinyu Zhang, Jun Liu
链接：https://cvpr.thecvf.com/virtual/2024/poster/31099
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
作者：Haochen Han, Qinghua Zheng, Guang Dai, Minnan Luo, Jingdong Wang
合作方：SGIT AI Lab
链接：
https://openaccess.thecvf.com/content/CVPR2024/papers/Han_Learning_to_Rematch_Mismatched_Pairs_for_Robust_Cross-Modal_Retrieval_CVPR_2024_paper.pdf
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
作者：Jiangbo Shi, Chen Li, Tieliang Gong, Yefeng Zheng, Huazhu Fu
合作方：腾讯，新加坡科技研究局
链接：
https://openaccess.thecvf.com/content/CVPR2024/html/Shi_ViLa-MIL_Dual-scale_Vision-Language_Multiple_Instance_Learning_for_Whole_Slide_Image_CVPR_2024_paper.html
ACL 2024 (4篇)
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
作者：Herun Wan, Shangbin Feng, Zhaoxuan Tan, Heng Wang, Yulia Tsvetkov, Minnan Luo
合作方：University of Washington, University of Notre Dame
链接：https://arxiv.org/pdf/2402.10426
When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models
作者：Jiaxin Wang, Lingling Zhang, Wee Sun Lee, Yujie Zhong, Liwei Kang, Jun Liu.
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering
作者：Fangzhi Xu, Qika Lin, Tianzhe Zhao, JiaweiHan, Jun Liu.
链接：https://arxiv.org/pdf/2405.19109
Symbol-LLM Towards Foundational Symbol-centric Interface For Large Language Models
作者：Fangzhi Xu, Zhiyong Wu, Qiushi Sun, Siyu Ren, Fei Yuan, Shuai Yuan, Qika Lin, Yu Qiao, Jun Liu
合作方：上海人工智能实验室，新加坡国立大学，上海交通大学，香港科技大学
链接：https://arxiv.org/pdf/2311.09278
SIGIR 2024 (2篇)
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
作者：Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian and Yefeng Zheng
合作方：香港城市大学，腾讯
链接：https://arxiv.org/pdf/2310.18339
Untargeted Adversarial Attack on Knowledge Graph Embeddings
作者：Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng and Jun Liu
合作方：曼彻斯特大学，新加坡国立大学，杭州电子科技大学
链接：https://arxiv.org/pdf/2405.10970
IEEE TIP 2024 (2篇)
Alignment Relation is What You Need for Diagram Parsing
作者：Xinyu Zhang, Lingling Zhang, Xin Hu, Jun Liu, Shaowei Wang and Qianying Wang
合作方：长安大学，联想集团
链接：https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10472414
Disentangled Generation with Information Bottleneck for Enhanced Few-Shot Learning
作者：Zhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Caixia Yan, Guang Dai, Xiaojun Chang, Qinghua Zheng
链接：https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10542660
IEEE TKDE 2024 (2篇)
Semi-Supervised Graph Contrastive Learning with Virtual Adversarial Augmentation
作者：Yixiang Dong, Minnan Luo, Jundong Li, Ziqi Liu, Qinghua Zheng
链接：https://www.computer.org/csdl/journal/tk/5555/01/10438042/1UyVbVTbrm8
Context-Aware Commonsense Knowledge Graph Reasoning with Path-Guided Explanations
作者：Yudai Pan, Jun Liu, Tianzhe Zhao, Lingling Zhang, QianyingWang
合作方：联想集团
链接：https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10433728
ICLR 2024 (2篇)
Masked Distillation Advances Self-Supervised Transformer Architecture Search
作者：Caixia Yan, Xiaojun Chang, Zhihui Li, Lina Yao, Minnan Luo, Qinghua Zheng
合作方：中国科学技术大学，穆罕默德·本·扎耶德人工智能大学，新南威尔士大学
链接：https://openreview.net/forum?id=LUpC8KTvdV
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds
作者：Yuxin Dong, Tieliang Gong, Hong Chen, Shujian Yu, Chen Li
合作方：华中农业大学，阿姆斯特丹自由大学
链接：https://openreview.net/forum?id=GWSIo2MzuH
ICSE 2024 (1篇)
Cross-Inlining Binary Function Similarity Detection
作者：Ang Jia, Ming Fan, Xi Xu, Wuxia Jin, Haijun Wang
链接：https://arxiv.org/pdf/2401.05739
IEEE TMM (1篇)
Noise-Tolerant Learning for Audio-Visual Action Recognition
作者：Haochen Han, Qinghua Zheng, Minnan Luo, Kaiyao Miao, Feng Tian, Yan Chen
链接：https://ieeexplore.ieee.org/abstract/document/10452819
ICML 2024 (1篇)
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
作者：Yuxin Dong, Tieliang Gong, Hong Chen, Zhongjiang He, Shiquan Wang, Shuangyong Song, Chen Li
链接：https://icml.cc/virtual/2024/poster/32665
IEEE T-PDS (1篇)
FHVAC: Feature-Level Hybrid Video Adaptive Configuration for Machine-Centric Live Streaming
作者：Yuanhong Zhang; Weizhan Zhang; Haipeng Du; Caixia Yan; Li Liu; Qinghua Zheng
链接：https://ieeexplore.ieee.org/document/10458078
IEEE TPAMI 2024 (1篇)
Robust Visual Question Answering: Datasets, Methods, and Future Challenges
作者：Jie Ma, Pinghui Wang, Dechen Kong, Zewei Wang, Jun Liu, Hongbin Pei, Junzhou Zhao.
链接：https://arxiv.org/pdf/2307.11471
WWW 2024 (1篇)
A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction
作者：Yudai Pan, Jun Liu, Tianzhe Zhao, Lingling Zhang, Yun Lin, Jinsong Dong
合作方：上海交通大学，新加坡国立大学
链接：https://dl.acm.org/doi/pdf/10.1145/3589334.3645594
