Juncheng Dong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Bipartite Matching

Reinforcement Learning

Trained Neural Network

Domain Adaptation

Top Venues

Publications

Hao-Lun Hsu, Haocheng Meng, Shaocheng Luo, Juncheng Dong, Vahid Tarokh, Miroslav Pajic
REFORMA: Robust REinFORceMent Learning via Adaptive Adversary for Drones Flying under Disturbances. ICRA (2024)
Juncheng Dong, Weibin Mo, Zhengling Qi, Cong Shi, Ethan X. Fang, Vahid Tarokh
PASTA: Pessimistic Assortment Optimization. CoRR (2023)
Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh
Transfer learning for individual treatment effect estimation. UAI (2023)
Juncheng Dong, Weibin Mo, Zhengling Qi, Cong Shi, Ethan X. Fang, Vahid Tarokh
PASTA: Pessimistic Assortment Optimization. ICML (2023)
Juncheng Dong, Hao-Lun Hsu, Qitong Gao, Vahid Tarokh, Miroslav Pajic
Robust Reinforcement Learning through Efficient Adversarial Herding. CoRR (2023)
Rixi Peng, Juncheng Dong, Jordan M. Malof, Willie J. Padilla, Vahid Tarokh
Deep Generalized Green's Functions. CoRR (2023)
Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh
Counterfactual Data Augmentation with Contrastive Learning. CoRR (2023)
Qitong Gao, Ge Gao, Juncheng Dong, Vahid Tarokh, Min Chi, Miroslav Pajic
Off-Policy Evaluation for Human Feedback. CoRR (2023)
Cat P. Le, Juncheng Dong, Ahmed Aloui, Vahid Tarokh
Few-Shot Continual Learning for Conditional Generative Adversarial Networks. CoRR (2023)
Qitong Gao, Ge Gao, Juncheng Dong, Vahid Tarokh, Min Chi, Miroslav Pajic
Off-Policy Evaluation for Human Feedback. NeurIPS (2023)
Yiling Liu, Juncheng Dong, Ziyang Jiang, Ahmed Aloui, Keyu Li, Michael Hunter Klein, Vahid Tarokh, David Carlson
Domain Adaptation via Rebalanced Sub-domain Alignment. CoRR (2023)
Cat P. Le, Mohammadreza Soltani, Juncheng Dong, Vahid Tarokh
Fisher Task Distance and its Application in Neural Architecture Search. IEEE Access 10 (2022)
Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh
Causal Knowledge Transfer from Task Affinity. CoRR (2022)
Juncheng Dong, Suya Wu, Mohammadreza Soltani, Vahid Tarokh
Multi-Agent Adversarial Attacks for Multi-Channel Communications. AAMAS (2022)
Juncheng Dong, Suya Wu, Mohammadreza Soltani, Vahid Tarokh
Multi-Agent Adversarial Attacks for Multi-Channel Communications. CoRR (2022)
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. ICLR (2022)
Cat Phuoc Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. ICLR (2022)
Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan M. Malof
Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials. NeurIPS Datasets and Benchmarks (2021)
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. CoRR (2021)
Cat P. Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. CoRR (2021)
Kaixu Liu, Gianmario Motta, Juncheng Dong
Wi-Fi-Aided Magnetic Field Positioning with Floor Estimation in Indoor Multi-Floor Navigation Services. ICIOT (2017)