Junjie Sheng - RankMe

32 papers A* 3A 4B 2Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AscendOptimizer: Episodic Agent for Ascend NPU Operator Optimization. CoRR Jiehao Wu, Zixiao Huang, Wenhao Li, Chuyun Shen, Junjie Sheng, Xiangfeng Wang
2026	J	`jnl`	Reliable design of millimeter-wave filters: A physically-verified adaptive surrogate optimization approach. Microelectron. J. Junjie Sheng, Junchao Wang, Jiayu Chen, Yifan Wu, Kun Ren, Yaqi Wang, Zhenxin Zhao, Guodong Su, Jun Liu
2026	J	`jnl`	Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis. CoRR Yujie Zheng, Zhuo Li, Shengtao Zhang, Hanjing Wang, Junjie Sheng, Jiaqian Wang, Junchi Yan, Weinan Zhang, Ying Wen, Bo Tang, Muning Wen
2025	J	`jnl`	Agentic Episodic Control. CoRR Xidong Yang, Wenhao Li, Junjie Sheng, Chuyun Shen, Yun Hua, Xiangfeng Wang
2025	A	`conf`	Dynamic Conservative Degree Allocation for Offline Multi-Agent Reinforcement Learning. AAMAS Haosheng Chen, Yun Hua, Junjie Sheng, Wenhao Li, Bo Jin, Xiangfeng Wang
2025	J	`jnl`	GraphThought: Graph Combinatorial Optimization with Thought Generation. CoRR Zixiao Huang, Lifeng Guo, Junjie Sheng, Haosheng Chen, Wenhao Li, Bo Jin, Changhong Lu, Xiangfeng Wang
2025	J	`jnl`	Learning Virtual Machine Scheduling in Cloud Computing through Language Agents. CoRR Jiehao Wu, Ziwei Wang, Junjie Sheng, Wenhao Li, Xiangfeng Wang, Jun Luo
2025	A	`conf`	Negotiated Reasoning: On Provably Addressing Relative Over-Generalization. AAMAS Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang
2025	J	`jnl`	Scalable Reinforcement Learning for Virtual Machine Scheduling. CoRR Junjie Sheng, Jiehao Wu, Haochuan Cui, Yiqiu Hu, Wenli Zhou, Lei Zhu, Qian Peng, Wenhao Li, Xiangfeng Wang
2025	—	`conf`	SolSearch: An LLM-Driven Framework for Efficient SAT-Solving Code Generation. NIER@ICSE Junjie Sheng, Yanqiu Lin, Jiehao Wu, Yanhong Huang, Jianqi Shi, Min Zhang, Xiangfeng Wang
2025	J	`jnl`	SolSearch: An LLM-Driven Framework for Efficient SAT-Solving Code Generation. CoRR Junjie Sheng, Yanqiu Lin, Jiehao Wu, Yanhong Huang, Jianqi Shi, Min Zhang, Xiangfeng Wang
2025	J	`jnl`	TextAtari: 100K Frames Game Playing with Language Agents. CoRR Wenhao Li, Wenwu Li, Chuyun Shen, Junjie Sheng, Zixiao Huang, Di Wu, Yun Hua, Wei Yin, Xiangfeng Wang, Hongyuan Zha, Bo Jin
2025	J	`jnl`	WiseEDA: LLMs in RF Circuit Design. Microelectron. J. Hangjiang Jin, Junchao Wang, Junjie Sheng, Yifan Wu, Jiayu Chen, Yaqi Wang, Jun Liu
2024	J	`jnl`	Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning. CoRR Lu Wang, Mayukh Das, Fangkai Yang, Junjie Sheng, Bo Qiao, Hang Dong, Si Qin, Victor Rühle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023	J	`jnl`	Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym. CoRR Junjie Sheng, Zixiao Huang, Chuyun Shen, Wenhao Li, Yun Hua, Bo Jin, Hongyuan Zha, Xiangfeng Wang
2023	A*	`conf`	Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. WWW Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023	A	`conf`	Learning Structured Communication for Multi-Agent Reinforcement Learning. AAMAS Junjie Sheng, Xiangfeng Wang, Bo Jin, Wenhao Li, Jun Wang, Junchi Yan, Tsung-Hui Chang, Hongyuan Zha
2023	J	`jnl`	Negotiated Reasoning: On Provably Addressing Relative Over-Generalization. CoRR Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang
2022	A*	`conf`	Dealing with Non-Stationarity in MARL via Trust-Region Decomposition. ICLR Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Hongyuan Zha
2022	J	`jnl`	Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning. CoRR Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2022	J	`jnl`	Learning structured communication for multi-agent reinforcement learning. Auton. Agents Multi Agent Syst. Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha
2022	J	`jnl`	Learning to schedule multi-NUMA virtual machines via reinforcement learning. Pattern Recognit. Junjie Sheng, Yiqiu Hu, Wenli Zhou, Lei Zhu, Bo Jin, Jun Wang, Xiangfeng Wang
2022	B	`conf`	Obtaining Dyadic Fairness by Optimal Transport. IEEE Big Data Moyi Yang, Junjie Sheng, Wenyan Liu, Bo Jin, Xiaoling Wang, Xiangfeng Wang
2022	J	`jnl`	Obtaining Dyadic Fairness by Optimal Transport. CoRR Moyi Yang, Junjie Sheng, Xiangfeng Wang, Wenyan Liu, Bo Jin, Jun Wang, Hongyuan Zha
2022	B	`conf`	ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests. IEEE Big Data Haochuan Cui, Junjie Sheng, Bo Jin, Yiqiu Hu, Li Su, Lei Zhu, Wenli Zhou, Xiangfeng Wang
2022	J	`jnl`	ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests. CoRR Haochuan Cui, Junjie Sheng, Bo Jin, Yiqiu Hu, Li Su, Lei Zhu, Wenli Zhou, Xiangfeng Wang
2022	A*	`conf`	VMAgent: A Practical Virtual Machine Scheduling Platform. IJCAI Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang
2021	J	`jnl`	Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition. CoRR Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Hongyuan Zha
2021	A	`conf`	Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning. AAMAS Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha
2021	J	`jnl`	Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning. CoRR Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha
2021	J	`jnl`	VMAgent: Scheduling Simulator for Reinforcement Learning. CoRR Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang
2020	J	`jnl`	Learning Structured Communication for Multi-agent Reinforcement Learning. CoRR Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha