Da-Shan Shiu

69 papers A* 8B 10C 1Journal 42Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Breeze Taigi: Benchmarks and Models for Taiwanese Hokkien Speech Recognition and Synthesis.
CoRR
Yu-Siang Lan, Chia-Sheng Liu, Yi-Chang Chen, Po-Chun Hsu, Allyson Chiu, Shun-Wen Lin, Da-Shan Shiu, Yuan-Fu Liao
2026 J jnl
Revisiting the Shape Convention of Transformer Language Models.
CoRR
Feng-Ting Liao, Meng-Hsi Chen, Guan-Ting Yi, Da-Shan Shiu
2026 J jnl
Taiwan Safety Benchmark and Breeze Guard: Toward Trustworthy AI for Taiwanese Mandarin.
CoRR
Po-Chun Hsu, Meng-Hsi Chen, Tsu Ling Chao, Chia Tien Han, Da-Shan Shiu
2025 A* conf
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds.
ICML
Aya Kayal, Sattar Vakili, Laura Toni, Da-Shan Shiu, Alberto Bernacchia
2025 J jnl
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds.
CoRR
Aya Kayal, Sattar Vakili, Laura Toni, Da-Shan Shiu, Alberto Bernacchia
2025 J jnl
BreezyVoice: Adapting TTS for Taiwanese Mandarin with Enhanced Polyphone Disambiguation - Challenges and Insights.
CoRR
Chan-Jan Hsu, Yi-Cheng Lin, Chia-Chun Lin, Wei-Chih Chen, Ho-Lam Chung, Chen-An Li, Yi-Chang Chen, Chien-Yu Yu, Ming-Ji Lee, Chien-Cheng Chen, Ru-Heng Huang, Hung-yi Lee, Da-Shan Shiu
2025 — conf
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation.
NAACL (Industry Track)
Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu, Da-Shan Shiu
2025 J jnl
Group Think: Multiple Concurrent Reasoning Agents Collaborating at Token Level Granularity.
CoRR
Chan-Jan Hsu, Davide Buffelli, Jamie McGowan, Feng-Ting Liao, Yi-Chang Chen, Sattar Vakili, Da-Shan Shiu
2025 J jnl
Latent Flow Transformer.
CoRR
Yen-Chen Wu, Feng-Ting Liao, Meng-Hsi Chen, Pei-Chen Ho, Farhang Nabiei, Da-Shan Shiu
2025 — conf
Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR.
ACL (Findings)
Chan-Jan Hsu, Yi-Chang Chen, Feng-Ting Liao, Pei-Chen Ho, Yu-Hsiang Wang, Po-Chun Hsu, Da-Shan Shiu
2025 — conf
RAD-Bench: Evaluating Large Language Models' Capabilities in Retrieval Augmented Dialogues.
NAACL (Industry Track)
Tzu-Lin Kuo, Fengting Liao, Mu-Wei Hsieh, Fu-Chieh Chang, Po-Chun Hsu, Da-Shan Shiu
2025 J jnl
Rethinking the shape convention of an MLP.
CoRR
Meng-Hsi Chen, Yu-Ang Lee, Feng-Ting Liao, Da-Shan Shiu
2025 J jnl
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling.
CoRR
Liang-Hsuan Tseng, Yi-Chang Chen, Kuan-Yi Lee, Da-Shan Shiu, Hung-yi Lee
2025 J jnl
The Breeze 2 Herd of Models: Traditional Chinese LLMs Based on Llama with Vision-Aware and Function-Calling Capabilities.
CoRR
Chan-Jan Hsu, Chia-Sheng Liu, Meng-Hsi Chen, Muxi Chen, Po-Chun Hsu, Yi-Chang Chen, Da-Shan Shiu
2025 J jnl
Towards a Foundation Model for Communication Systems.
CoRR
Davide Buffelli, Sowmen Das, Yu-Wei Lin, Sattar Vakili, Chien-Yi Wang, Masoud Attarifar, Pritthijit Nath, Da-Shan Shiu
2024 J jnl
Breeze-7B Technical Report.
CoRR
Chan-Jan Hsu, Chang-Le Liu, Feng-Ting Liao, Po-Chun Hsu, Yi-Chang Chen, Da-Shan Shiu
2024 J jnl
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation.
CoRR
Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu, Da-Shan Shiu
2024 A* conf
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization.
NeurIPS
Davide Buffelli, Jamie McGowan, Wangkun Xu, Alexandru Cioba, Da-Shan Shiu, Guillaume Hennequin, Alberto Bernacchia
2024 J jnl
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization.
CoRR
Davide Buffelli, Jamie McGowan, Wangkun Xu, Alexandru Cioba, Da-Shan Shiu, Guillaume Hennequin, Alberto Bernacchia
2024 J jnl
FineWeb-zhtw: Scalable Curation of Traditional Chinese Text Data from the Web.
CoRR
Cheng-Wei Lin, Wan-Hsuan Hsieh, Kai-Xin Guan, Chan-Jan Hsu, Chia-Chen Kuo, Chuan-Lin Lai, Chung-Wei Chung, Ming-Jen Wang, Da-Shan Shiu
2024 J jnl
Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition.
CoRR
Chan-Jan Hsu, Yi-Chang Chen, Feng-Ting Liao, Pei-Chen Ho, Yu-Hsiang Wang, Po-Chun Hsu, Da-Shan Shiu
2024 J jnl
RAD-Bench: Evaluating Large Language Models Capabilities in Retrieval Augmented Dialogues.
CoRR
Tzu-Lin Kuo, Feng-Ting Liao, Mu-Wei Hsieh, Fu-Chieh Chang, Po-Chun Hsu, Da-Shan Shiu
2024 A* conf
Reward-Free Kernel-Based Reinforcement Learning.
ICML
Sattar Vakili, Farhang Nabiei, Da-Shan Shiu, Alberto Bernacchia
2023 J jnl
Advancing the Evaluation of Traditional Chinese Language Models: Towards a Comprehensive Benchmark Suite.
CoRR
Chan-Jan Hsu, Chang-Le Liu, Feng-Ting Liao, Po-Chun Hsu, Yi-Chang Chen, Da-Shan Shiu
2023 J jnl
Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Results.
CoRR
Philipp Ennen, Po-Chun Hsu, Chan-Jan Hsu, Chang-Le Liu, Yen-Chen Wu, Yin-Hsiang Liao, Chin-Tung Lin, Da-Shan Shiu, Wei-Yun Ma
2023 B conf
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling.
GLOBECOM
Ushnish Sengupta, Chinkuo Jao, Alberto Bernacchia, Sattar Vakili, Da-Shan Shiu
2023 J jnl
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling.
CoRR
Ushnish Sengupta, Chinkuo Jao, Alberto Bernacchia, Sattar Vakili, Da-Shan Shiu
2023 A* conf
Image generation with shortest path diffusion.
ICML
Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, Fengting Liao, Sattar Vakili, Da-Shan Shiu, Alberto Bernacchia
2023 J jnl
Image generation with shortest path diffusion.
CoRR
Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, Feng-Ting Liao, Sattar Vakili, Da-Shan Shiu, Alberto Bernacchia
2023 B conf
Information Gain and Uniform Generalization Bounds for Neural Kernel Models.
ISIT
Sattar Vakili, Michael Bromberg, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia
2023 C conf
Zero-Shot Domain-Sensitive Speech Recognition with Prompt-Conditioning Fine-Tuning.
ASRU
Feng-Ting Liao, Yung-Chieh Chan, Yi-Chang Chen, Chan-Jan Hsu, Da-Shan Shiu
2023 J jnl
Zero-shot Domain-sensitive Speech Recognition with Prompt-conditioning Fine-tuning.
CoRR
Feng-Ting Liao, Yung-Chieh Chan, Yi-Chang Chen, Chan-Jan Hsu, Da-Shan Shiu
2022 J jnl
Flexible Multiple-Objective Reinforcement Learning for Chip Placement.
CoRR
Fu-Chieh Chang, Yu-Wei Tseng, Ya-Wen Yu, Ssu-Rui Lee, Alexandru Cioba, I-Lun Tseng, Da-Shan Shiu, Jhih-Wei Hsu, Cheng-Yuan Wang, Chien-Yi Yang, Ren-Chu Wang, Yao-Wen Chang, Tai-Chen Chen, Tung-Chieh Chen
2022 A* conf
Flexible chip placement via reinforcement learning: late breaking results.
DAC
Fu-Chieh Chang, Yu-Wei Tseng, Ya-Wen Yu, Ssu-Rui Lee, Alexandru Cioba, I-Lun Tseng, Da-Shan Shiu, Jhih-Wei Hsu, Cheng-Yuan Wang, Chien-Yi Yang, Ren-Chu Wang, Yao-Wen Chang, Tai-Chen Chen, Tung-Chieh Chen
2022 A* conf
How to Distribute Data across Tasks for Meta-Learning?
AAAI
Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia
2022 A* conf
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning.
ICML
Sattar Vakili, Jonathan Scarlett, Da-Shan Shiu, Alberto Bernacchia
2022 J jnl
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning.
CoRR
Sattar Vakili, Jonathan Scarlett, Da-Shan Shiu, Alberto Bernacchia
2021 B conf
How does BERT process disfluency?
SIGDIAL
Ye Tian, Tim Nieradzik, Sepehr Jalali, Da-Shan Shiu
2021 J jnl
How to distribute data across tasks for meta-learning?
CoRR
Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-Shan Shiu, Alberto Bernacchia
2021 J jnl
Meta-Learning with MAML on Trees.
CoRR
Jezabel R. Garcia, Federica Freddi, Feng-Ting Liao, Jamie McGowan, Tim Nieradzik, Da-Shan Shiu, Ye Tian, Alberto Bernacchia
2021 A* conf
Optimal Order Simple Regret for Gaussian Process Bandits.
NeurIPS
Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu
2021 J jnl
Optimal Order Simple Regret for Gaussian Process Bandits.
CoRR
Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu
2021 J jnl
Towards a Universal NLG for Dialogue Systems and Simulators with Future Bridging.
CoRR
Philipp Ennen, Yen-Ting Lin, Ali Girayhan Özbay, Ferdinando Insalata, Maolin Li, Ye Tian, Sepehr Jalali, Da-Shan Shiu
2021 J jnl
Uniform Generalization Bounds for Overparameterized Neural Networks.
CoRR
Sattar Vakili, Michael Bromberg, Da-Shan Shiu, Alberto Bernacchia
2020 J jnl
Cyclic orthogonal convolutions for long-range integration of features.
CoRR
Federica Freddi, Jezabel R. Garcia, Michael Bromberg, Sepehr Jalali, Da-Shan Shiu, Alvin Chua, Alberto Bernacchia
2014 — conf
Capacity maximization of energy-harvesting small cells with dynamic sleep mode operation in heterogeneous networks.
ICC
Chen-Yi Chang, Kun-Lin Ho, Wanjiun Liao, Da-Shan Shiu
2014 J jnl
On Optimal Cell Activation for Coverage Preservation in Green Cellular Networks.
IEEE Trans. Mob. Comput.
Chen-Yi Chang, Wanjiun Liao, Hung-Yun Hsieh, Da-Shan Shiu
2012 J jnl
Low Power Consumption Solutions for Mobile Instant Messaging.
IEEE Trans. Mob. Comput.
Ling-San Meng, Da-Shan Shiu, Ping-Cheng Yeh, Kuan-Chi Chen, Hung-Yi Lo
2012 B conf
ML performance bounds of turbo and LDPC codes.
WCNC
Kuan-Chi Chen, Meng-Lin Wu, Hsiao-Hsien Chen, Da-Shan Shiu
2012 B conf
On the coverage preservation problem in green cellular networks.
GLOBECOM
Chen-Yi Chang, Wanjiun Liao, Da-Shan Shiu
2012 — conf
Power consumption optimization for information exchange in wireless-relay sensor networks.
ICC
Chen-Yi Chang, Da-Shan Shiu
2011 J jnl
Lower Bounds on the Correlation Property for OFDM Sequences with Spectral-Null Constraints.
IEEE Trans. Wirel. Commun.
Lung-Sheng Tsai, Wei-Ho Chung, Da-Shan Shiu
2011 J jnl
Synthesizing Low Autocorrelation and Low PAPR OFDM Sequences Under Spectral Constraints Through Convex Optimization and GS Algorithm.
IEEE Trans. Signal Process.
Lung-Sheng Tsai, Wei-Ho Chung, Da-Shan Shiu
2010 J jnl
Capacity scaling and coverage for repeater-aided MIMO systems in line-of-sight environments.
IEEE Trans. Wirel. Commun.
Lung-Sheng Tsai, Da-Shan Shiu
2009 — conf
Finite Length Analysis of Generalized Expanding Window Fountain Codes.
VTC Fall
Chia-Jung Chang, Lung-Sheng Tsai, Da-Shan Shiu
2009 J jnl
Joint Carrier Frequency Offset Estimation and Signal Detection in MIMO BLAST Systems.
IEEE Trans. Veh. Technol.
Yao-Jen Liang, Jin-Fu Chang, Da-Shan Shiu
2008 — conf
Low Power Consumption Solutions for Instant Messaging on Mobile Devices.
VTC Spring
Da-Shan Shiu, Ping-Cheng Yeh
2007 B conf
The Theory Behind Perturbed Decoding Algorithm.
PIMRC
Wei-Chen Wang, Da-Shan Shiu
2007 B conf
Theory and Performance of ML Decoding for Turbo Codes using Genetic Algorithm.
ISIT
Tsun-chih Hsueh, Da-Shan Shiu
2006 B conf
Perturbed Decoding Algorithm for Concatenated Error Correcting and Detecting Codes System.
PIMRC
Kai-ting Shih, Da-Shan Shiu
2006 B conf
Single Carrier Modulation with Frequency Domain Equalization for Intensity Modulation-Direct Detection Channels with Intersymbol Interference.
PIMRC
Chia-chen Hsieh, Da-Shan Shiu
2003 J jnl
From theory to practice: an overview of MIMO space-time coded wireless systems.
IEEE J. Sel. Areas Commun.
David Gesbert, Mansoor Shafi, Da-Shan Shiu, Peter J. Smith, Ayman F. Naguib
2003 J jnl
Guest editorial MIMO systems and applications. II.
IEEE J. Sel. Areas Commun.
Mansoor Shafi, David Gesbert, Da-Shan Shiu, Peter J. Smith, William H. Tranter
2003 J jnl
Guest editorial: MIMO systems and applications. 1.
IEEE J. Sel. Areas Commun.
Mansoor Shafi, David Gesbert, Da-Shan Shiu, Peter J. Smith, William H. Tranter
2000 J jnl
Fading correlation and its effect on the capacity of multielement antenna systems.
IEEE Trans. Commun.
Da-Shan Shiu, Gerard J. Foschini, Michael J. Gans, Joseph M. Kahn
1999 J jnl
Differential pulse-position modulation for power-efficient optical communication.
IEEE Trans. Commun.
Da-Shan Shiu, Joseph M. Kahn
1999 — conf
Layered space-time codes for wireless communications using multiple transmit antennas.
ICC
Da-Shan Shiu, Joseph M. Kahn
1999 B conf
Scalable layered space-time codes for wireless communications: performance analysis and design criteria.
WCNC
Da-Shan Shiu, Joseph M. Kahn
1999 J jnl
Shaping and nonequiprobable signaling for intensity-modulated signals.
IEEE Trans. Inf. Theory
Da-Shan Shiu, Joseph M. Kahn