Yanchen Deng

According to our database, Yanchen Deng authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning.

Chaojie Wang, Yanchen Deng, Zhiyi Lv, Zeng Liang, Jujie He, Shuicheng Yan, Bo An

CoRR, 2024

Deep reinforcement learning for multi-objective game strategy selection.

Ruhao Jiang, Yanchen Deng, Yingying Chen, He Luo, Bo An

Comput. Oper. Res., 2024

Factor Graph Neural Network Meets Max-Sum: A Real-Time Route Planning Algorithm for Massive-Scale Trips.

Yixuan Li, Wanyuan Wang, Weiyi Xu, Yanchen Deng, Weiwei Wu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Inference-based complete algorithms for asymmetric distributed constraint optimization problems.

Dingding Chen, Ziyu Chen, Yanchen Deng, Zhongshi He, Lulu Wang

Artif. Intell. Rev., May, 2023

Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation.

Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems.

Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pretrained Cost Model for Distributed Constraint Optimization Problems.

Yanchen Deng, Shufeng Kong, Bo An

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Utility distribution matters: enabling fast belief propagation for multi-agent optimization with dense local utility function.

Yanchen Deng, Bo An

Auton. Agents Multi Agent Syst., 2021

Neural Regret-Matching for Distributed Constraint Optimization Problems.

Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inferences.

Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qing Li

CoRR, 2020

A hybrid tree-based algorithm to solve asymmetric distributed constraint optimization problems.

Dingding Chen, Yanchen Deng, Ziyu Chen, Zhongshi He, Wenxin Zhang

Auton. Agents Multi Agent Syst., 2020

Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities.

Yanchen Deng, Bo An

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Battery Management for Automated Warehouses via Deep Reinforcement Learning.

Yanchen Deng, Bo An, Zongmin Qiu, Liuxi Li, Yong Wang, Yinghui Xu

Proceedings of the Distributed Artificial Intelligence - Second International Conference, 2020

RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inference.

Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qiang Li

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference.

Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Generic Approach for Accelerating Belief Propagation based DCOP Algorithms via A Branch-and-Bound Technique.

Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He

CoRR, 2019

AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems.

Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems.

Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique.

Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A class of iterative refined Max-sum algorithms via non-consecutive value propagation strategies.

Ziyu Chen, Yanchen Deng, Tengfei Wu, Zhongshi He

Auton. Agents Multi Agent Syst., 2018

An Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems.

Ziyu Chen, Tengfei Wu, Yanchen Deng, Cheng Zhang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

An Iterative Refined Max-sum_AD Algorithm via Single-side Value Propagation and Local Search.

Ziyu Chen, Yanchen Deng, Tengfei Wu

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017