Da-shan Shiu
12 papers · 2021–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (58)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Optimization & Theory
(5)
Deep Learning
(3)
Mathematics & Optimization
(3)
Core AI
(3)
Core Methods
(3)
Optimization
(3)
Natural Language Processing
(2)
Bayesian & Probabilistic
(2)
Learning Paradigms
(2)
Models
(2)
Computer Science
(1)
Speech & Audio
(1)
Application Areas
(1)
Keywords
bayesian optimization
(2)
information gain
(2)
gaussian process
(2)
neural tangent kernel
(2)
large language model
(2)
gradient-based optimization
(1)
variational inference
(1)
mixed linear regression
(1)
question answering
(1)
cross-lingual transfer
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
multilingual translation
(1)
information retrieval
(1)
image generation
(1)
hierarchical representation
(1)
speech recognition
(1)
automatic speech recognition
(1)
reproducing kernel hilbert space
(1)
sample complexity
(1)
Papers
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
ICML 2025
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
NAACL 2025
Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR
ACL 2025
RAD-Bench: Evaluating Large Language Models’ Capabilities in Retrieval Augmented Dialogues
NAACL 2025
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
NeurIPS 2024
Reward-Free Kernel-Based Reinforcement Learning
ICML 2024
Hierarchical Representations in Dense Passage Retrieval for Question-Answering
EACL 2023
Image generation with shortest path diffusion
ICML 2023
How to Distribute Data across Tasks for Meta-Learning?
AAAI 2022
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning
ICML 2022
Cross-Lingual Transfer with MAML on Trees
EACL 2021
Optimal Order Simple Regret for Gaussian Process Bandits
NeurIPS 2021