Da-shan Shiu
12 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
π₯
Unstoppable
(5)
π
Century Club
(12)
β
The Questioner
Conferences
ICML (4)
EACL (2)
NAACL (2)
NIPS (2)
AAAI (1)
ACL (1)
Top co-authors
Keywords
gaussian process
(2)
large language model
(2)
mixed linear regression
(1)
image generation
(1)
variational inference
(1)
gradient-based optimization
(1)
speech recognition
(1)
automatic speech recognition
(1)
cross-lingual transfer
(1)
question answering
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
multilingual translation
(1)
information retrieval
(1)
natural language inference
(1)
few-shot learning
(1)
hierarchical representation
(1)
reproducing kernel hilbert space
(1)
sparse approximation
(1)
feature learning
(1)
Papers
RAD-Bench: Evaluating Large Language Modelsβ Capabilities in Retrieval Augmented Dialogues
NAACL 2025
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
NAACL 2025
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
ICML 2025
Letβs Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR
ACL 2025
Reward-Free Kernel-Based Reinforcement Learning
ICML 2024
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
NIPS 2024
Hierarchical Representations in Dense Passage Retrieval for Question-Answering
EACL 2023
Image generation with shortest path diffusion
ICML 2023
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning
ICML 2022
How to Distribute Data across Tasks for Meta-Learning?
AAAI 2022
Optimal Order Simple Regret for Gaussian Process Bandits
NIPS 2021
Cross-Lingual Transfer with MAML on Trees
EACL 2021