Zhiyu An

According to our database, Zhiyu An authored at least 19 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

When Less Latent Leads to Better Relay: Information-Preserving Compression for Latent Multi-Agent LLM Collaboration.

Yiping Li, Zhiyu An, Wan Du

CoRR, April, 2026

Open Problems in Differentiable Social Choice: Learning Mechanisms, Decisions, and Alignment.

Zhiyu An, Wan Du

CoRR, February, 2026

Representational Homomorphism Predicts and Improves Compositional Generalization In Transformer Language Model.

Zhiyu An, Wan Du

CoRR, January, 2026

Differential Voting: Loss Functions For Axiomatically Diverse Aggregation of Heterogeneous Preferences.

Zhiyu An, Duaa Nakshbandi, Wan Du

CoRR, January, 2026

DIML: Differentiable Inverse Mechanism Learning from Behaviors of Multi-Agent Learning Trajectories.

Zhiyu An, Wan Du

CoRR, January, 2026

TIME: Information-Theoretic MPPI Exploration for Efficient HVAC Control.

Zhibo Hou, Zhiyu An, Wan Du

Proceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, 2026

MoralReason: Generalizable Moral Decision Alignment for LLM Agents Using Reasoning-Level Reinforcement Learning.

Zhiyu An, Wan Du

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Beyond Noisy-TVs: Noise-Robust Exploration Via Learning Progress Monitoring.

Zhibo Hou, Zhiyu An, Wan Du

CoRR, September, 2025

A Safe and Data-Efficient Model-Based Reinforcement Learning System for HVAC Control.

Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du

IEEE Internet Things J., April, 2025

Disentangling Uncertainties by Learning Compressed Data Representation.

Zhiyu An, Zhibo Hou, Wan Du

Proceedings of the 7th Annual Learning for Dynamics & Control Conference, 2025

Deepot: Parking Lot Identification Using Low-Resolution Satellite Imagery.

Xianzhong Ding, Wanshi Hong, Zhiyu An, Bin Wang, Wan Du

Proceedings of the 58th Hawaii International Conference on System Sciences, 2025

2024

A Novel 2-D Inversion Method for Low-Field NMR Working on Fluid Typing.

Hanqing Zhao, Zhiyu An, Tianqi Chang, Yujing Yang, Tingting Lin

IEEE Trans. Geosci. Remote. Sens., 2024

Optimizing Carbon Emissions in Electricity Markets: A System Engineering and Machine Learning Approach.

Zhiyu An, Clifford A. Whitcomb

Syst., 2024

Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base.

Zhiyu An, Xianzhong Ding, Yen-Chun Fu, Cheng-Chung Chu, Yan Li, Wan Du

CoRR, 2024

MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge.

Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled M. Bali, Wan Du

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Reward Bound for Behavioral Guarantee of Model-based Planning Agents.

Zhiyu An, Xianzhong Ding, Wan Du

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control.

Zhiyu An, Xianzhong Ding, Wan Du

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.

Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning.

Zhiyu An, Xianzhong Ding, Wan Du

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023