Pingjie Wang

21 papers A* 2Misc 2Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 Misc conf
AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language Model.
ICASSP
Zihan Zhao, Pingjie Wang, Liudan Zhao, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yanfeng Wang, Yu Wang
2025 — conf
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.
EMNLP (Findings)
Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang
2025 J jnl
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.
CoRR
Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang
2025 J jnl
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection.
CoRR
Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025 A* conf
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection.
ICLR
Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025 A* conf
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models.
EMNLP
YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025 J jnl
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models.
CoRR
YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025 J jnl
Reconstruct the Pruned Model Without Retraining.
IEEE J. Sel. Top. Signal Process.
Pingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen, Yanfeng Wang, Yu Wang
2025 J jnl
Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains.
CoRR
Pingjie Wang, Hongcheng Liu, Yusheng Liao, Ziqing Fan, Yaxin Du, Shuo Tang, Yanfeng Wang, Yu Wang
2025 — conf
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications.
ACL (1)
Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, YiQiu Guo, Yanfeng Wang, Yu Wang
2025 J jnl
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications.
CoRR
Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, YiQiu Guo, Yanfeng Wang, Yu Wang
2025 J jnl
When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs.
CoRR
Hongcheng Liu, Pingjie Wang, Yuhao Wang, Siqu Ou, Yanfeng Wang, Yu Wang
2024 J jnl
AuscultaBase: A Foundational Step Towards AI-Powered Body Sound Diagnostics.
CoRR
Pingjie Wang, Zihan Zhao, Liudan Zhao, Miao He, Xin Sun, Ya Zhang, Kun Sun, Yanfeng Wang, Yu Wang
2024 — conf
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation.
LREC/COLING
Hongcheng Liu, Pingjie Wang, Zhiyuan Zhu, Yanfeng Wang, Yu Wang
2024 — conf
HSDreport: Heart Sound Diagnosis with Echocardiography Reports.
EMNLP (Findings)
Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang
2024 J jnl
HSDreport: Heart Sound Diagnosis with Echocardiography Reports.
CoRR
Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang
2024 J jnl
M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation.
CoRR
Hongcheng Liu, Pingjie Wang, Yu Wang, Yanfeng Wang
2024 Misc conf
MSG-BART: Multi-Granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-Grounded Dialogue Generation.
ICASSP
Hongcheng Liu, Zhe Chen, Hui Li, Pingjie Wang, Yanfeng Wang, Yu Wang
2024 — conf
Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models.
LREC/COLING
Pingjie Wang, Hongcheng Liu, Yanfeng Wang, Yu Wang
2024 J jnl
Reconstruct the Pruned Model without Any Retraining.
CoRR
Pingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen, Yanfeng Wang, Yu Wang
2023 J jnl
MSG-BART: Multi-granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-grounded Dialogue Generation.
CoRR
Hongcheng Liu, Zhe Chen, Hui Li, Pingjie Wang, Yanfeng Wang, Yu Wang