Dongsheng Wang

According to our database, Dongsheng Wang authored at least 22 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LLM Empowered Prototype Learning for Zero and Few-Shot Tasks on Tabular Data.

Peng Wang, Dongsheng Wang, He Zhao, Hangting Ye, Dandan Guo, Yi Chang

CoRR, August, 2025

Dynamic Multimodal Prototype Learning in Vision-Language Models.

Xingyu Zhu, Shuo Wang, Beier Zhu, Miaoge Li, Yunfan Li, Junfeng Fang, Zhicai Wang, Dongsheng Wang, Hanwang Zhang

CoRR, July, 2025

Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data.

Bingjie Zhang, Hongkang Li, Changlong Shi, Guowei Rong, He Zhao, Dongsheng Wang, Dandan Guo, Meng Wang

CoRR, June, 2025

AOT: Aggregation Optimal Transport for Few-Shot SAR Automatic Target Recognition.

Yuxin Li, Wenchao Chen, Xinyue Hu, Bo Chen, Dongsheng Wang, Chunhui Qu, Fei Meng, Penghui Wang, Hongwei Liu

IEEE Trans. Aerosp. Electron. Syst., April, 2025

2024

Hierarchical Topic-Aware Contextualized Transformers.

Ruiying Lu, Bo Chen, Dandan Guo, Dongsheng Wang, Mingyuan Zhou

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks.

Chaojie Wang, Xinyang Liu, Dongsheng Wang, Hao Zhang, Bo Chen, Mingyuan Zhou

CoRR, 2024

Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models.

Xinyang Liu, Dongsheng Wang, Bowei Fang, Miaoge Li, Yishi Xu, Zhibin Duan, Bo Chen, Mingyuan Zhou

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Instruction Tuning-Free Visual Token Complement for Multimodal LLMs.

Dongsheng Wang, Jiequan Cui, Miaoge Li, Wang Lin, Bo Chen, Hanwang Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Patch-Token Aligned Bayesian Prompt Learning for Vision-Language Models.

Xinyang Liu, Dongsheng Wang, Miaoge Li, Zhibin Duan, Yishi Xu, Bo Chen, Mingyuan Zhou

CoRR, 2023

Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection.

Ruiying Lu, Yujie Wu, Long Tian, Dongsheng Wang, Bo Chen, Xiyang Liu, Ruimin Hu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Tuning Multi-mode Token-level Prompt Alignment across Modalities.

Dongsheng Wang, Miaoge Li, Xinyang Liu, Mingsheng Xu, Bo Chen, Hanwang Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Prototype-oriented unsupervised anomaly detection for multivariate time series.

Yuxin Li, Wenchao Chen, Bo Chen, Dongsheng Wang, Long Tian, Mingyuan Zhou

Proceedings of the International Conference on Machine Learning, 2023

PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification.

Miaoge Li, Dongsheng Wang, Xinyang Liu, Zequn Zeng, Ruiying Lu, Bo Chen, Mingyuan Zhou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based Polishing.

Zequn Zeng, Hao Zhang, Ruiying Lu, Dongsheng Wang, Bo Chen, Zhengjue Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Ordinal Graph Gamma Belief Network for Social Recommender Systems.

Dongsheng Wang, Chaojie Wang, Bo Chen, Mingyuan Zhou

CoRR, 2022

HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding.

Yishi Xu, Dongsheng Wang, Bo Chen, Ruiying Lu, Zhibin Duan, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient.

Yewen Li, Chaojie Wang, Zhibin Duan, Dongsheng Wang, Bo Chen, Bo An, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Knowledge-Aware Bayesian Deep Topic Model.

Dongsheng Wang, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings.

Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

TopicNet: Semantic Graph-Guided Topic Discovery.

Zhibin Duan, Yishi Xu, Bo Chen, Dongsheng Wang, Chaojie Wang, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network.

Zhibin Duan, Dongsheng Wang, Bo Chen, Chaojie Wang, Wenchao Chen, Yewen Li, Jie Ren, Mingyuan Zhou

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network.

Chaojie Wang, Hao Zhang, Bo Chen, Dongsheng Wang, Zhengjue Wang, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020