Yanchen Deng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Distributed Breakout

Battery Management

Top Venues

Publications

Yixuan Li, Wanyuan Wang, Weiyi Xu, Yanchen Deng, Weiwei Wu
Factor Graph Neural Network Meets Max-Sum: A Real-Time Route Planning Algorithm for Massive-Scale Trips. AAMAS (2024)
Ruhao Jiang, Yanchen Deng, Yingying Chen, He Luo, Bo An
Deep reinforcement learning for multi-objective game strategy selection. Comput. Oper. Res. 168 (2024)
Chaojie Wang, Yanchen Deng, Zhiyi Lv, Zeng Liang, Jujie He, Shuicheng Yan, Bo An
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning. CoRR (2024)
Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation. CoRR (2023)
Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation. IJCAI (2023)
Dingding Chen, Ziyu Chen, Yanchen Deng, Zhongshi He, Lulu Wang
Inference-based complete algorithms for asymmetric distributed constraint optimization problems. Artif. Intell. Rev. 56 (5) (2023)
Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems. CoRR (2022)
Yanchen Deng, Shufeng Kong, Bo An
Pretrained Cost Model for Distributed Constraint Optimization Problems. AAAI (2022)
Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems. NeurIPS (2022)
Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An
Neural Regret-Matching for Distributed Constraint Optimization Problems. IJCAI (2021)
Yanchen Deng, Bo An
Utility distribution matters: enabling fast belief propagation for multi-agent optimization with dense local utility function. Auton. Agents Multi Agent Syst. 35 (2) (2021)
Yanchen Deng, Shufeng Kong, Bo An
Pretrained Cost Model for Distributed Constraint Optimization Problems. CoRR (2021)
Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qing Li
RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inferences. CoRR (2020)
Yanchen Deng, Bo An
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities. IJCAI (2020)
Yanchen Deng, Bo An, Zongmin Qiu, Liuxi Li, Yong Wang, Yinghui Xu
Battery Management for Automated Warehouses via Deep Reinforcement Learning. DAI (2020)
Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference. AAAI (2020)
Dingding Chen, Yanchen Deng, Ziyu Chen, Zhongshi He, Wenxin Zhang
A hybrid tree-based algorithm to solve asymmetric distributed constraint optimization problems. Auton. Agents Multi Agent Syst. 34 (2) (2020)
Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qiang Li
RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inference. AAMAS (2020)
Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique. AAAI (2019)
Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li
PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems. AAMAS (2019)
Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He
A Generic Approach for Accelerating Belief Propagation based DCOP Algorithms via A Branch-and-Bound Technique. CoRR (2019)
Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-based Inference. CoRR (2019)
Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems. CoRR (2019)
Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li
PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems. CoRR (2019)
Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems. IJCAI (2019)
Ziyu Chen, Tengfei Wu, Yanchen Deng, Cheng Zhang
An Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems. AAAI (2018)
Ziyu Chen, Yanchen Deng, Tengfei Wu, Zhongshi He
A class of iterative refined Max-sum algorithms via non-consecutive value propagation strategies. Auton. Agents Multi Agent Syst. 32 (6) (2018)
Ziyu Chen, Yanchen Deng, Tengfei Wu
An Iterative Refined Max-sum_AD Algorithm via Single-side Value Propagation and Local Search. AAMAS (2017)