Sentiment correlation in financial news networks and associated market movements

Xingchen Wan, Jie Yang, Slavi Marinov, +3

Scientific Reports

BOiLS: Bayesian Optimisation for Logic Synthesis

Antoine Grosnit, Cédric Malherbe, Rasul Tutunov, +3

2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Artificial IntelligenceEngineeringMachine LearningBayesian OptimisationComputational Complexity +14

Interpretable Neural Architecture Search via Bayesian Optimisation with\n Weisfeiler-Lehman Kernels

Binxin Ru, Xingchen Wan, Xiaowen Dong, +1

arXiv (Cornell University)

Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels

Binxin Ru, Xingchen Wan, Xiaowen Dong, +1

Oxford University Research Archive (ORA) (University of Oxford)

Artificial IntelligenceEngineeringMachine LearningModel TuningBayesian Optimisation +14

Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization

Samuel Daulton, Xingchen Wan, David Eriksson, +3

arXiv (Cornell University)

Mathematical ProgrammingModel OptimizationHyperparameter EstimationEngineeringMachine Learning +13

Better Zero-Shot Reasoning with Self-Adaptive Prompting

Xingchen Wan, Ruoxi Sun, Hanjun Dai, +1

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningModel-based Reasoning +20

<scp>AutoPEFT</scp>: Automatic Configuration Search for Parameter-Efficient Fine-Tuning

Han Zhou, Xingchen Wan, Ivan Vulić, +1

Transactions of the Association for Computational Linguistics

Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel.

Bin Xin Ru, Xingchen Wan, Xiaowen Dong, +1

Artificial IntelligenceModel OptimizationHyperparameter EstimationEngineeringMachine Learning +11

Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces

Xingchen Wan, Huong Ha, Binxin Ru, +2

arXiv (Cornell University)

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models

Fei Wang, Xingchen Wan, Ruoxi Sun, +2