Pingjie Wang

According to our database, Pingjie Wang authored at least 18 papers between 2024 and 2026.

Collaborative distances:

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

2026

Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs.

Hongcheng Liu, Yuhao Wang, Zhe Chen, Pingjie Wang, Zhiyuan Zhu, Yixuan Hou, Yanfeng Wang, Yu Wang

CoRR, April, 2026

2025

Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains.

Pingjie Wang, Hongcheng Liu, Yusheng Liao, Ziqing Fan, Yaxin Du, Shuo Tang, Yanfeng Wang, Yu Wang

CoRR, November, 2025

Reconstruct the Pruned Model Without Retraining.

Pingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen, Yanfeng Wang, Yu Wang

IEEE J. Sel. Top. Signal Process., October, 2025

When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs.

Hongcheng Liu, Pingjie Wang, Yuhao Wang, Siqu Ou, Yanfeng Wang, Yu Wang

CoRR, October, 2025

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.

Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang

CoRR, May, 2025

Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection.

Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang

CoRR, April, 2025

Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection.

Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language Model.

Zihan Zhao, Pingjie Wang, Liudan Zhao, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yanfeng Wang, Yu Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.

Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models.

YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications.

Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, Yiqiu Guo, Yanfeng Wang, Yu Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

AuscultaBase: A Foundational Step Towards AI-Powered Body Sound Diagnostics.

Pingjie Wang, Zihan Zhao, Liudan Zhao, Miao He, Xin Sun, Ya Zhang, Kun Sun, Yanfeng Wang, Yu Wang

CoRR, 2024

Reconstruct the Pruned Model without Any Retraining.

Pingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen, Yanfeng Wang, Yu Wang

CoRR, 2024

M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation.

Hongcheng Liu, Pingjie Wang, Yu Wang, Yanfeng Wang

CoRR, 2024

MSG-BART: Multi-Granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-Grounded Dialogue Generation.

Hongcheng Liu, Zhe Chen, Hui Li, Pingjie Wang, Yanfeng Wang, Yu Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

HSDreport: Heart Sound Diagnosis with Echocardiography Reports.

Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models.

Pingjie Wang, Hongcheng Liu, Yanfeng Wang, Yu Wang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation.

Hongcheng Liu, Pingjie Wang, Zhiyuan Zhu, Yanfeng Wang, Yu Wang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024