Xinliang Chia

Researcher, Navigent.ai

Joined

March 2025

Names

Xinliang Chia (Preferred)

Chia Xin Liang

XinLiang Chia

Xin-Liang Chia

Emails

****@gmail.com (Confirmed)

****@navigent.ai (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Navigent.ai (navigent.ai)

2025 – Present

MS student

Department of Applied Mathematics, National Chung Hsing University (nchu.edu.tw)

2017 – 2019

Undergrad student

Department of Applied Mathematics, National Chung Hsing University (nchu.edu.tw)

2014 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Exploring Efficiency Frontiers of Thinking Budget in Medical Reasoning: Scaling Laws between Computational Resources and Reasoning Quality
Ziqian Bi, Lu Chen, Junhao Song, Hongying Luo, Enze Ge, Junmin Huang, Tianyang Wang, Keyu Chen, Chia Xin Liang, Zihan Wei, Huafeng Liu, Chunjie Tian, Jibin Guan, Joe Yeong, Yongzhi Xu, Peng Wang, Junfeng Hao
- CoRR 2025
- Readers: Everyone
Achieving Trustworthy Real-Time Decision Support Systems with Low-Latency Interpretable AI Models
Zechun Deng, Ziwei Liu, Ziqian Bi, Junhao Song, Chia Xin Liang, Joe Yeong, Junfeng Hao
- CoRR 2025
- Readers: Everyone
Predicting ICU In-Hospital Mortality Using Adaptive Transformer Layer Fusion
Han Wang, Ruoyun He, Guoguang Lao, Ting Liu, Hejiao Luo, Changqi Qin, Hongying Luo, Junmin Huang, Zihan Wei, Lu Chen, Yongzhi Xu, Ziqian Bi, Junhao Song, Tianyang Wang, Chia Xin Liang, Xinyuan Song, Huafeng Liu, Junfeng Hao, Chunjie Tian
- CoRR 2025
- Readers: Everyone
Multimodal Representation Learning and Fusion
Qihang Jin, Enze Ge, Yuhang Xie, Hongying Luo, Junhao Song, Ziqian Bi, Chia Xin Liang, Jibin Guan, Joe Yeong, Junfeng Hao
- CoRR 2025
- Readers: Everyone
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models
Junjie Yang, Junhao Song, Xudong Han, Ziqian Bi, Tianyang Wang, Chia Xin Liang, Xinyuan Song, Yichao Zhang, Qian Niu, Benji Peng, Keyu Chen, Ming Liu
- CoRR 2025
- Readers: Everyone
Active Learning Methods for Efficient Data Utilization and Model Performance Enhancement
Chiung-Yi Tseng, Junhao Song, Ziqian Bi, Tianyang Wang, Chia Xin Liang, Ming Liu
- CoRR 2025
- Readers: Everyone
Advanced Deep Learning Methods for Protein Structure Prediction and Design
Yichao Zhang, Ningyuan Deng, Xinyuan Song, Ziqian Bi, Tianyang Wang, Zheyu Yao, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Li Zhang, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Yizhu Wen, Lawrence KQ Yan, Hong-Ming Tseng et al. (8 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Generative Adversarial Networks Bridging Art and Machine Intelligence
Junhao Song, Yichao Zhang, Ziqian Bi, Tianyang Wang, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Yizhu Wen, Lawrence KQ Yan, Hong-Ming Tseng, Xinyuan Song, Jintao Ren et al. (8 additional authors not shown)
- CoRR 2025
- Readers: Everyone
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
Weiche Hsieh, Ziqian Bi, Chuanqi Jiang, Junyu Liu, Benji Peng, Sen Zhang, Xuanhe Pan, Jiawei Xu, Jinlang Wang, Keyu Chen, Pohsun Feng, Yizhu Wen, Xinyuan Song, Tianyang Wang, Ming Liu, Junjie Yang, Ming Li, Bowen Jing, Jintao Ren, Junhao Song et al. (7 additional authors not shown)
- CoRR 2024
- Readers: Everyone
A Comprehensive Survey and Guide to Multimodal Large Language Models in Vision-Language Tasks
Chia Xin Liang, Pu Tian, Caitlyn Heqi Yin, Yao Yua, Wei An-Hou, Li Ming, Tianyang Wang, Ziqian Bi, Ming Liu
- CoRR 2024
- Readers: Everyone

View all 14 publications

Co-Authors

View all 63 co-authors