Edwin Zhang

Orcid: 0009-0006-8091-5703

According to our database1, Edwin Zhang authored at least 18 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.
CoRR, 2024

Transcendence: Generative Models Can Outperform The Experts That Train Them.
CoRR, 2024

A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health.
CoRR, 2024

Social Environment Design.
CoRR, 2024

Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Position: Social Environment Design Should be Further Developed for AI-based Policy-Making.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Towards Zero Shot Learning in Restless Multi-armed Bandits.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators.
Proceedings of the International Conference on Machine Learning, 2023

2022
LAD: Language Augmented Diffusion for Reinforcement Learning.
CoRR, 2022

2021
Chatty Goose: A Python Framework for Conversational Search.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021


Open Data Standard and Analysis Framework: Towards Response Equity in Local Governments.
Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021

2020
Rapidly Bootstrapping a Question Answering Dataset for COVID-19.
CoRR, 2020

Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned.
CoRR, 2020

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

Cydex: Neural Search Infrastructure for the Scholarly Literature.
Proceedings of the First Workshop on Scholarly Document Processing, 2020


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