Yanchen Deng

37 papers A* 10A 4Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization.
AAAI
Yanchen Deng, Xinrun Wang, Bo An
2026 J jnl
Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs.
Trans. Mach. Learn. Res.
Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang
2025 J jnl
AutoMAT: A Hierarchical Framework for Autonomous Alloy Discovery.
CoRR
Penghui Yang, Chendong Zhao, Bijun Tang, Zhonghan Zhang, Xinrun Wang, Yanchen Deng, Yuhao Lu, Cuntai Guan, Zheng Liu, Bo An
2025 J jnl
Collab-Solver: Collaborative Solving Policy Learning for Mixed-Integer Linear Programming.
CoRR
Siyuan Li, Yifan Yu, Yanchen Deng, Zhihao Zhang, Mengjing Chen, Fangzhou Zhu, Tao Zhong, Jianye Hao, Peng Liu, Bo An
2025 J jnl
GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization.
CoRR
Yanchen Deng, Xinrun Wang, Bo An
2025 J jnl
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs.
CoRR
Zhiyi Lyu, Jianguo Huang, Yanchen Deng, Steven Hoi, Bo An
2025 J jnl
MATAI: A Generalist Machine Learning Framework for Property Prediction and Inverse Design of Advanced Alloys.
CoRR
Yanchen Deng, Chendong Zhao, Yixuan Li, Bijun Tang, Xinrun Wang, Zhonghan Zhang, Yuhao Lu, Penghui Yang, Jianguo Huang, Yushan Xiao, Cuntai Guan, Zheng Liu, Bo An
2025 J jnl
Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs.
CoRR
Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang
2025 J jnl
Stock complex networks based on the GA-LightGBM model: The prediction of firm performance.
Inf. Sci.
Chuangxia Huang, Yaqian Cai, Jinde Cao, Yanchen Deng
2024 J jnl
Deep reinforcement learning for multi-objective game strategy selection.
Comput. Oper. Res.
Ruhao Jiang, Yanchen Deng, Yingying Chen, He Luo, Bo An
2024 A conf
Factor Graph Neural Network Meets Max-Sum: A Real-Time Route Planning Algorithm for Massive-Scale Trips.
AAMAS
Yixuan Li, Wanyuan Wang, Weiyi Xu, Yanchen Deng, Weiwei Wu
2024 J jnl
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning.
CoRR
Chaojie Wang, Yanchen Deng, Zhiyi Lv, Zeng Liang, Jujie He, Shuicheng Yan, Bo An
2023 A* conf
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation.
IJCAI
Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang
2023 J jnl
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation.
CoRR
Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang
2023 J jnl
Inference-based complete algorithms for asymmetric distributed constraint optimization problems.
Artif. Intell. Rev.
Dingding Chen, Ziyu Chen, Yanchen Deng, Zhongshi He, Lulu Wang
2022 A* conf
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems.
NeurIPS
Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An
2022 J jnl
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems.
CoRR
Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An
2022 A* conf
Pretrained Cost Model for Distributed Constraint Optimization Problems.
AAAI
Yanchen Deng, Shufeng Kong, Bo An
2021 A* conf
Neural Regret-Matching for Distributed Constraint Optimization Problems.
IJCAI
Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An
2021 J jnl
Pretrained Cost Model for Distributed Constraint Optimization Problems.
CoRR
Yanchen Deng, Shufeng Kong, Bo An
2021 J jnl
Utility distribution matters: enabling fast belief propagation for multi-agent optimization with dense local utility function.
Auton. Agents Multi Agent Syst.
Yanchen Deng, Bo An
2020 J jnl
A hybrid tree-based algorithm to solve asymmetric distributed constraint optimization problems.
Auton. Agents Multi Agent Syst.
Dingding Chen, Yanchen Deng, Ziyu Chen, Zhongshi He, Wenxin Zhang
2020 — conf
Battery Management for Automated Warehouses via Deep Reinforcement Learning.
DAI
Yanchen Deng, Bo An, Zongmin Qiu, Liuxi Li, Yong Wang, Yinghui Xu
2020 A* conf
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference.
AAAI
Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He
2020 A conf
RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inference.
AAMAS
Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qiang Li
2020 J jnl
RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inferences.
CoRR
Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qing Li
2020 A* conf
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities.
IJCAI
Yanchen Deng, Bo An
2019 J jnl
A Generic Approach for Accelerating Belief Propagation based DCOP Algorithms via A Branch-and-Bound Technique.
CoRR
Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He
2019 A* conf
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique.
AAAI
Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He
2019 A* conf
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems.
IJCAI
Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang
2019 J jnl
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems.
CoRR
Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang
2019 J jnl
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-based Inference.
CoRR
Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He
2019 A conf
PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems.
AAMAS
Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li
2019 J jnl
PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems.
CoRR
Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li
2018 J jnl
A class of iterative refined Max-sum algorithms via non-consecutive value propagation strategies.
Auton. Agents Multi Agent Syst.
Ziyu Chen, Yanchen Deng, Tengfei Wu, Zhongshi He
2018 A* conf
An Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems.
AAAI
Ziyu Chen, Tengfei Wu, Yanchen Deng, Cheng Zhang
2017 A conf
An Iterative Refined Max-sum_AD Algorithm via Single-side Value Propagation and Local Search.
AAMAS
Ziyu Chen, Yanchen Deng, Tengfei Wu