Huan Wang
Yale University
H-index: 23
North America-United States
Top articles of Huan Wang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Transformers as statisticians: Provable in-context learning with in-context algorithm selection | Advances in Neural Information Processing Systems | Yu Bai Fan Chen Huan Wang Caiming Xiong Song Mei | 2024/2/13 |
Text2Data: Low-Resource Data Generation with Textual Control | arXiv preprint arXiv:2402.10941 | Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai | 2024/2/8 |
Editing Arbitrary Propositions in LLMs without Subject Labels | arXiv preprint arXiv:2401.07526 | Itai Feigenbaum Devansh Arpit Huan Wang Shelby Heinecke Juan Carlos Niebles | 2024/1/15 |
Towards more robust and accurate sequential recommendation with cascade-guided adversarial training | arXiv preprint arXiv:2304.05492 | Juntao Tan Shelby Heinecke Zhiwei Liu Yongjun Chen Yongfeng Zhang | 2023/4/11 |
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System | arXiv preprint arXiv:2402.15538 | Zhiwei Liu Weiran Yao Jianguo Zhang Liangwei Yang Zuxin Liu | 2024/2/23 |
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning | arXiv preprint arXiv:2402.15506 | Jianguo Zhang Tian Lan Rithesh Murthy Zhiwei Liu Weiran Yao | 2024/2/23 |
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight | arXiv preprint arXiv:2307.02884 | Jiacheng Guo Minshuo Chen Huan Wang Caiming Xiong Mengdi Wang | 2023/7/6 |
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations | arXiv preprint arXiv:2310.10616 | Tianyu Guo Wei Hu Song Mei Huan Wang Caiming Xiong | 2023/10/16 |
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems | arXiv preprint arXiv:2302.10342 | Yihao Feng Shentao Yang Shujian Zhang Jianguo Zhang Caiming Xiong | 2023/2/20 |
Lower bounds for learning in revealing pomdps | Fan Chen Huan Wang Caiming Xiong Song Mei Yu Bai | 2023/7/3 | |
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System | arXiv preprint arXiv:2308.08169 | Jianguo Zhang Stephen Roller Kun Qian Zhiwei Liu Rui Meng | 2023/8/16 |
Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data | arXiv preprint arXiv:2301.10859 | Devansh Arpit Matthew Fernandez Itai Feigenbaum Weiran Yao Chenghao Liu | 2023/1/25 |
Improved online conformal prediction via strongly adaptive online learning | Aadyot Bhatnagar Huan Wang Caiming Xiong Yu Bai | 2023/7/3 | |
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents | arXiv preprint arXiv:2308.05960 | Zhiwei Liu Weiran Yao Jianguo Zhang Le Xue Shelby Heinecke | 2023/8/11 |
Merlion: End-to-End Machine Learning for Time Series | Journal of Machine Learning Research | Aadyot Bhatnagar Paul Kassianik Chenghao Liu Tian Lan Wenzhuo Yang | 2023 |
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild | Can Qin Shu Zhang Ning Yu Yihao Feng Xinyi Yang | 2023/12/10 | |
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization | arXiv preprint arXiv:2308.02151 | Weiran Yao Shelby Heinecke Juan Carlos Niebles Zhiwei Liu Yihao Feng | 2023/8/4 |
HIVE: Harnessing Human Feedback for Instructional Visual Editing | Shu Zhang Xinyi Yang Yihao Feng Can Qin Chia-Chih Chen | 2024/6/19 | |
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI | arXiv preprint arXiv:2307.10172 | Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng | 2023/7/19 |
Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training | Ziwei Fan Zhiwei Liu Shelby Heinecke Jianguo Zhang Huan Wang | 2023/10/21 |
Co-Authors
