Jikun Kang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Cellular Networks

Load Forecasting

Top Venues

IEEE Trans. Smart Grid

Publications

Qianxi Li, Yingyue Cao, Jikun Kang, Tianpei Yang, Xi Chen, Jun Jin, Matthew E. Taylor
LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning Language Models. CoRR (2024)
Jikun Kang, Xin Zhe Li, Xi Chen, Amirreza Kazemi, Boxing Chen
MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time. CoRR (2024)
Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek
Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. CoRR (2023)
Jikun Kang, Romain Laroche, Xindi Yuan, Adam Trischler, Xue Liu, Jie Fu
Think Before You Act: Decision Transformers with Internal Working Memory. CoRR (2023)
Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dedek
Multi-Agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. ICC (2023)
Jikun Kang, Miao Liu, Abhinav Gupta, Christopher Pal, Xue (Steve) Liu, Jie Fu
Learning Multi-Objective Curricula for Robotic Policy Learning. CoRL (2022)
Tianyi Chen, Shengrong Bu, Xue Liu, Jikun Kang, F. Richard Yu, Zhu Han
Peer-to-Peer Energy Trading and Energy Conversion in Interconnected Multi-Energy Microgrids Using Multi-Agent Deep Reinforcement Learning. IEEE Trans. Smart Grid 13 (1) (2022)
Jikun Kang, Ju Wang, Chengming Hu, Xue Liu, Gregory Dudek
A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning. GLOBECOM (2022)
Chengming Hu, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek
AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting. GLOBECOM (2021)
Di Wu, Jikun Kang, Yi Tian Xu, Hang Li, Jimmy Li, Xi Chen, Dmitriy Rivkin, Michael Jenkin, Taeseop Lee, Intaik Park, Xue Liu, Gregory Dudek
Load Balancing for Communication Networks via Data-Efficient Deep Reinforcement Learning. GLOBECOM (2021)
Jikun Kang, Xi Chen, Di Wu, Yi Tian Xu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park
Hierarchical Policy Learning for Hybrid Communication Load Balancing. ICC (2021)
Jikun Kang, Miao Liu, Abhinav Gupta, Chris Pal, Xue Liu, Jie Fu
Learning Multi-Objective Curricula for Deep Reinforcement Learning. CoRR (2021)