Chia-Yuan Chang

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 24

Top Topics

Query Expansion

Text Generation

Ranked Retrieval

Neural Architecture

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Hu
Learning to Compress Prompt in Natural Language Formats. CoRR (2024)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Ruixiang Tang, Fan Yang, Mengnan Du, Xuanting Cai, Xia Hu
Large Language Models As Faithful Explainers. CoRR (2024)
Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Zirui Liu, Chia-Yuan Chang, Huiyuan Chen, Xia Hu
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning. CoRR (2024)
Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Ben Hu
Learning to Compress Prompt in Natural Language Formats. NAACL-HLT (2024)
Yu-Neng Chuang, Songchen Li, Jiayi Yuan, Guanchu Wang, Kwei-Herng Lai, Leisheng Yu, Sirui Ding, Chia-Yuan Chang, Qiaoyu Tan, Daochen Zha, Xia Hu
Understanding Different Design Choices in Training Large Time Series Models. CoRR (2024)
Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Chia-Yuan Chang, Xia Hu
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length. CoRR (2023)
Chia-Yuan Chang, Yu-Xiang Zhao, Yu-Ying Chen
A Study on Text Generation of Kinmen Culture Vocabulary based on GPT-2. ICCE-Taiwan (2023)
Chia-Yuan Chang, Yu-Neng Chuang, Guanchu Wang, Mengnan Du, Zou Na
DISPEL: Domain Generalization via Domain-Specific Liberating. CoRR (2023)
Chia-Yuan Chang, Yu-Neng Chuang, Zhimeng Jiang, Kwei-Herng Lai, Anxiao Jiang, Na Zou
CODA: Temporal Domain Generalization via Concept Drift Simulator. CoRR (2023)
Sirui Ding, Qiaoyu Tan, Chia-Yuan Chang, Na Zou, Kai Zhang, Nathan R. Hoot, Xiaoqian Jiang, Xia Hu
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant. CoRR (2023)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Ben Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CoRR (2023)
Guanchu Wang, Yu-Neng Chuang, Fan Yang, Mengnan Du, Chia-Yuan Chang, Shaochen Zhong, Zirui Liu, Zhaozhuo Xu, Kaixiong Zhou, Xuanting Cai, Xia Hu
LETA: Learning Transferable Attribution for Generic Vision Explainer. CoRR (2023)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CIKM (2023)
Chia-Yuan Chang, Jiayi Yuan, Sirui Ding, Qiaoyu Tan, Kai Zhang, Xiaoqian Jiang, Xia Hu, Na Zou
Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint. CoRR (2023)
Chia-Yuan Chang, Yu-Neng Chuang, Kwei-Herng Lai, Xiaotian Han, Xia Hu, Na Zou
Towards Assumption-free Bias Mitigation. CoRR (2023)
Yu-Neng Chuang, Kwei-Herng Lai, Ruixiang Tang, Mengnan Du, Chia-Yuan Chang, Na Zou, Xia Hu
Mitigating Relational Bias on Knowledge Graphs. CoRR (2022)
Yicheng Wang, Xiaotian Han, Chia-Yuan Chang, Daochen Zha, Ulisses Braga-Neto, Xia Hu
Auto-PINN: Understanding and Optimizing Physics-Informed Neural Architecture. CoRR (2022)
Chia-Yuan Chang, Cheng-Wei Lu, Chuan-Ju Wang
A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting. AAAI (2021)
Zu-Jia Lo, Yuan-Chuan Wang, Yun-Jie Huang, Ren-Yong Hung, Yi-Heng Wu, Tzu-Yun Wang, Yang-Jing Huang, Hui-Chun Huang, Yu-Cheng Lu, Sheng-Yu Peng, Chia-Yuan Chang, Wen-Sung Lai, Yu-Juei Hsu
A Reconfigurable Differential-to-Single-Ended Autonomous Current Adaptation Buffer Amplifier Suitable for Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 15 (6) (2021)
Chia-Yuan Chang, Ning Chen, Wei-Ting Chiang, Chih-Hen Lee, Yu-Hsuan Tseng, Chuan-Ju Wang, Hsien-Hao Chen, Ming-Feng Tsai
Query Expansion with Semantic-Based Ellipsis Reduction for Conversational IR. TREC (2020)
Chia-Yuan Chang, Shuo-En Chang, Pei-Yung Hsiao, Li-Chen Fu
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion. CoRR (2020)
Chia-Yuan Chang, Shuo-En Chang, Pei-Yung Hsiao, Li-Chen Fu
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion. ACCV (1) (2020)
Jason Sheng-Hong Tsai, Chia-Yuan Chang, Yang-Fang Chen, Shu-Mei Guo, Leang-San Shieh, Jose I. Canelon
A modified functional observer-based EID estimator for unknown sampled-data singular systems. Int. J. Syst. Sci. 50 (10) (2019)
Yu-Chi Chen, Chia-Yuan Chang, Pei-Yung Hsiao, Li-Chen Fu
Real-Time Multi-class Instance Segmentation with One-Time Deep Embedding Clustering. ACPR (1) (2019)
Chia-Yuan Chang, Kuan-Yu Liao, Sheng-Chang Hsu, James Chien-Mo Li, Jiann-Chyi Rau
Compact Test Pattern Selection for Small Delay Defect. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (6) (2013)
Sanaz Rahimi Moosavi, Chia-Yuan Chang, Amir-Mohammad Rahmani, Juha Plosila, Ka Lok Man, Taikyeong T. Jeong, Eng Gee Lim
An efficient history-based routing algorithm for interconnection networks. ISOCC (2012)
Kuan-Yu Liao, Chia-Yuan Chang, James Chien-Mo Li
A Parallel Test Pattern Generation Algorithm to Meet Multiple Quality Objectives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30 (11) (2011)
Chung-Ju Chang, Chia-Yuan Chang, Fang-Ching Ren
Q-Learning-based Hybrid ARQ for High Speed Downlink Packet Access in UMTS. VTC Spring (2007)
Kuo-Chin Fan, Chia-Yuan Chang
Surface extraction from line drawings of a polyhedron. Pattern Recognit. Lett. 12 (10) (1991)