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Weiran Yao
Weiran Yao
Research Scientist, Salesforce AI Research
Adresse e-mail validée de cmu.edu
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Année
Prompt learning with optimal transport for vision-language models
G Chen, W Yao, X Song, X Li, Y Rao, K Zhang
🏆 ICLR 2023 - Spotlight, 2022
190*2022
An iterative strategy for task assignment and path planning of distributed multiple unmanned aerial vehicles
W Yao, N Qi, N Wan, Y Liu
Aerospace Science and Technology 86, 455-464, 2019
1102019
Data‐Driven Safety Risk Prediction of Lithium‐Ion Battery
Y Jia, J Li, C Yuan, X Gao, W Yao, M Lee, J Xu
Advanced Energy Materials, 2003868, 2021
902021
Learning temporally causal latent processes from general temporal data
W Yao, Y Sun, A Ho, C Sun, K Zhang
ICLR 2022, 2022
862022
From Twitter to traffic predictor: Next-day morning traffic prediction using social media data
W Yao, S Qian
Transportation research part C: emerging technologies 124, 102938, 2021
802021
Bolaa: Benchmarking and orchestrating llm-augmented autonomous agents
Z Liu, W Yao, J Zhang, L Xue, S Heinecke, R Murthy, Y Feng, Z Chen, ...
🏆 Hugging Face Daily Papers, 2023
772023
Temporally Disentangled Representation Learning
W Yao, G Chen, K Zhang
NeurIPS 2022, 2022
70*2022
Partial disentanglement for domain adaptation
L Kong, S Xie, W Yao, Y Zheng, G Chen, P Stojanov, V Akinwande, ...
ICML 2022, 2022
692022
Retroformer: Retrospective large language agents with policy gradient optimization
W Yao, S Heinecke, JC Niebles, Z Liu, Y Feng, L Xue, R Murthy, Z Chen, ...
🏆 ICLR 2024 - Spotlight + Hugging Face #1 Paper of the Day, 2023
592023
Precise and fast safety risk classification of lithium-ion batteries based on machine learning methodology
Y Jia, J Li, W Yao, Y Li, J Xu
Journal of Power Sources 548, 232064, 2022
372022
A secure robot learning framework for cyber attack scheduling and countermeasure
C Wu, W Yao, W Luo, W Pan, G Sun, H Xie, L Wu
IEEE Transactions on Robotics 39 (5), 3722-3738, 2023
342023
Drdt: Dynamic reflection with divergent thinking for llm-based sequential recommendation
Y Wang, Z Liu, J Zhang, W Yao, S Heinecke, PS Yu
arXiv preprint arXiv:2312.11336, 2023
292023
Learning a distributed control scheme for demand flexibility in thermostatically controlled loads
B Chen, W Yao, J Francis, M Bergés
IEEE SmartGridCommm 2020, 2020
262020
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
Z Liu, T Hoang, J Zhang, M Zhu, T Lan, S Kokane, J Tan, W Yao, Z Liu, ...
NeurIPS 2024 Datasets and Benchmarks Track, 2024
252024
High-speed rail suspension system health monitoring using multi-location vibration data
N Hong, L Li, W Yao, Y Zhao, C Yi, J Lin, KL Tsui
IEEE Transactions on Intelligent Transportation Systems 21 (7), 2943-2955, 2019
252019
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System
Z Liu, W Yao, J Zhang, L Yang, Z Liu, J Tan, PK Choubey, T Lan, J Wu, ...
🏆 Databricks Data + AI Summit, 2024
242024
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning
J Zhang, T Lan, R Murthy, Z Liu, W Yao, J Tan, T Hoang, L Yang, Y Feng, ...
🏆 Hugging Face Daily Papers, 2024
212024
Hierarchical path generation for distributed mission planning of UAVs
W Yao, N Wan, N Qi
2016 IEEE 55th Conference on Decision and Control (CDC), 1681-1686, 2016
162016
How do new transit stations affect people's sentiment and activity? A case study based on social media data in Hong Kong
H Chang, J Huang, W Yao, W Zhao, L Li
Transport Policy 120, 139-155, 2022
152022
Learning to recommend signal plans under incidents with real-time traffic prediction
W Yao, S Qian
Transportation Research Record 2674 (6), 45-59, 2020
142020
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