Bang Yang

Researcher, Pengcheng Laboratory

Joined

May 2022

Names

Bang Yang (Preferred)

Emails

****@pku.edu.cn (Confirmed)

****@pcl.ac.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Pengcheng Laboratory (pcl.ac.cn)

2025 – Present

PhD student

Peking University (pku.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coworker

Tong Zhang

2022 – 2025

PhD Advisor

Yuexian Zou

2021 – 2025

Coworker

Yaowei Wang

2021 – 2025

Expertise

Spatial Intelligence

2025 – Present

Continual Learning of Foundation Models

2023 – 2025

Vision and Language

2021 – 2025

AI in Healthcare

2021 – 2025

Visual Captioning

2018 – 2021

Publications

Thinking by Subtraction: Confidence-Driven Contrastive Decoding for LLM Reasoning
Lexiang Tang, Weihao Gao, Bingchen Zhao, Lu Ma, Qiao Jin, Bang Yang, Yuexian Zou
- CoRR 2026
- Readers: Everyone
Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation
Lexiang Tang, Xianwei Zhuang, Bang Yang, Zhiyuan Hu, Hongxiang Li, Lu Ma, Jinghan Ru, Yuexian Zou
- AAAI 2026
- Readers: Everyone
Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting
Fenglin Liu, Xian Wu, Jinfa Huang, Bang Yang, Kim M. Branson, Patrick Schwab, Lei A. Clifton, Ping Zhang, Jiebo Luo, Yefeng Zheng, David A. Clifton
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
Zero-Shot Temporal Action Detection by Learning Multimodal Prompts and Text-Enhanced Actionness
Asif Raza, Bang Yang, Yuexian Zou
- IEEE Trans. Circuits Syst. Video Technol. 2024
- Readers: Everyone
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation
Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton
- IEEE Trans. Pattern Anal. Mach. Intell. 2024
- Readers: Everyone
MAKEN: Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models
Shibin Wu, Bang Yang, Zhiyu Ye, Haoqian Wang, Hairong Zheng, Tong Zhang
- ISBI 2024
- Readers: Everyone
KC-Prompt: End-To-End Knowledge-Complementary Prompting for Rehearsal-Free Continual Learning
Yaowei Li, Yating Liu, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Bang Yang, Zhiqi Huang
- ICASSP 2024
- Readers: Everyone
C2RG: Parameter-efficient Adaptation of 3D Vision and Language Foundation Model for Coronary CTA Report Generation
Zhiyu Ye, Yue Sun, Wei Shi, Bang Yang, Shibin Wu, Hancong Wang, Cheng Xu, Hairong Zheng, Yining Wang, Tong Zhang
- BIBM 2024
- Readers: Everyone
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding
Xuxin Cheng, Zhihong Zhu, Bang Yang, Xianwei Zhuang, Hongxiang Li, Yuexian Zou
- ACL (Findings) 2024
- Readers: Everyone
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning
Bang Yang, Yong Dai, Xuxin Cheng, Yaowei Li, Asif Raza, Yuexian Zou
- AAAI 2024
- Readers: Everyone

View all 27 publications

Co-Authors

View all 57 co-authors