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Author

Heng Dong

Observed name: Dong, Heng
Institution: Tsinghua University
ORCID: 0000-0002-3400-913X
Observed ORCID: 0000-0002-3400-913X
OpenAlex ID: A5101474122
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles
2020 · Wang, Tonghan, Dong, Heng, et al. · arXiv (Cornell University) · 120
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Hydrogen peroxide generation in microbial fuel cells using graphene-based air-cathodes
2017 · Heng Dong, Xiaowan Liu, et al. · Bioresource Technology · 61
DOP: Off-Policy Multi-Agent Decomposed Policy Gradients
2021 · Yihan Wang, Beining Han, et al. · International Conference on Learning Representations · 50
Hydrothermal synthesis of Fe Mn bimetallic nanocatalysts as high-efficiency cathode catalysts for microbial fuel cells
2019 · Xingguo Guo, Jingbo Jia, et al. · Journal of Power Sources · 50
Off-Policy Multi-Agent Decomposed Policy Gradients
2020 · Wang, Yihan, Han, Beining, et al. · arXiv (Cornell University) · 45
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Membrane-separated electrochemical latrine wastewater treatment
2018 · Yang Yang, Lin Lin, et al. · Environmental Science Water Research & Technology · 41
Energy and Productivity Analysis in Serial Production Lines With Setups
2022 · Heng Dong, Jingshan Li · IEEE Robotics and Automation Letters · 8
Modeling, analysis and improvement of production throughput and energy consumption in Li-ion battery manufacturing lines
2025 · Heng Dong, Zhenghao Fan, et al. · International Journal of Production Research · 2
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Modeling and Analysis of Productivity and Energy in Serial Production Lines With Setups
2023 · Heng Dong, Jingshan Li · IEEE Transactions on Automation Science and Engineering · 2
Enhancing Decision-Making of Large Language Models via Actor-Critic
2025 · Dong, Heng, Duan, Kefei, et al. · arXiv (Cornell University) · 1
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On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite Flow
2025 · Tonghan Wang, Heng Dong, et al. · Adaptive Agents and Multi-Agents Systems · 1
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Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL
2021 · Dong, Heng, Wang, Tonghan, et al. · arXiv (Cornell University) · 1
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Continuous Improvement in Container Manufacturing: A Bottleneck Analysis-Based Simulation Approach
2026 · Ziwei Wang, Yishen Zhao, et al. · IEEE International Conference on Automation Science and Engineering (CASE)
ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding
2026 · Tian, Xueyun, Li, Wei, et al. · arXiv (Cornell University)
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Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
2026 · Tian, Xueyun, Ma, Minghua, et al. · arXiv (Cornell University)
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ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding
2026 · Tian Xueyun, Wei Li, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
Application Research of Office Automation Based on Computer Technology
2024 · Li Zhang, Jian Xiao, et al. · International Conference on Internet Technology and Educational Informatization (ITEI)
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Works count: 17
Citation count: 382
H-index: 7
I10-index: 6
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