Ruochen Liu

51 papers A* 2B 3C 2Journal 31Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bending the Scaling Law Curve in Large-Scale Recommendation Systems.
CoRR
Qin Ding, Kevin Course, Linjian Ma, Jianhui Sun, Ruochen Liu, Zhao Zhu, Chunxing Yin, Wei Li, Dai Li, Yu Shi, Xuan Cao, Ze Yang, Han Li, Xing Liu, Bi Xue, Hongwei Li, Rui Jian, Daisy Shi He, Jing Qian, Matt Ma, Qunshu Zhang, Rui Li
2026 A* conf
F.A.C.U.L.: Language-Based Interaction with AI Companions in Gaming.
AAAI
Wenya Wei, Sipeng Yang, Qixian Zhou, Ruochen Liu, Xuelei Zhang, Yifu Yuan, Yan Jiang, Yongle Luo, Hailong Wang, Tianzhou Wang, Peipei Jin, Wangtong Liu, Zhou Zhao, Xiaogang Jin, Elvis S. Liu
2025 J jnl
A Multicomponent Cross-Integration Network for Traffic Sign Detection in Complex Conditions.
IEEE Internet Things J.
Xianglong Luo, Li Chen, Xibin He, Ruochen Liu
2025 J jnl
A noisy multi-objective evolutionary optimization algorithm based on Elman neural network.
Appl. Soft Comput.
Jianxia Li, Ruochen Liu, Wanfeng Chen, Weibin Li
2025 — conf
Advancing Cross-Organ Domain Generalization with Test-Time Style Transfer and Diversity Enhancement.
ISBI
Biwen Meng, Xi Long, Wanrong Yang, Ruochen Liu, Yi Tian, Yalin Zheng, Jingxin Liu
2025 J jnl
Advancing Cross-Organ Domain Generalization with Test-Time Style Transfer and Diversity Enhancement.
CoRR
Biwen Meng, Xi Long, Wanrong Yang, Ruochen Liu, Yi Tian, Yalin Zheng, Jingxin Liu
2025 J jnl
CellMamba: Adaptive Mamba for Accurate and Efficient Cell Detection.
CoRR
Ruochen Liu, Yi Tian, Jiahao Wang, Hongbin Liu, Xianxu Hou, Jingxin Liu
2025 J jnl
Constrained multi-objective evolutionary algorithm based on the correlation between objectives and constraints.
Swarm Evol. Comput.
Jianxia Li, Ruochen Liu, Xilong Zhang, Ruinan Wang
2025 J jnl
F.A.C.U.L.: Language-Based Interaction with AI Companions in Gaming.
CoRR
Wenya Wei, Sipeng Yang, Qixian Zhou, Ruochen Liu, Xuelei Zhang, Yifu Yuan, Yan Jiang, Yongle Luo, Hailong Wang, Tianzhou Wang, Peipei Jin, Wangtong Liu, Zhou Zhao, Xiaogang Jin, Elvis S. Liu
2025 J jnl
Generative Early Stage Ranking.
CoRR
Juhee Hong, Meng Liu, Shengzhi Wang, Xiaoheng Mao, Huihui Cheng, Leon Gao, Christopher Leung, Jin Zhou, Chandra Mouli Sekar, Zhao Zhu, Ruochen Liu, Tuan Trieu, Dawei Sun, Jeet Kanjani, Rui Li, Jing Qian, Xuan Cao, Minjie Fan, Mingze Gao
2025 J jnl
RAAN: A Gaussian Prior Domain Adaptive Network for Rolling Bearing Fault Diagnosis Under Variable Working Conditions.
Complex Syst. Model. Simul.
Kang Liu, Yang Yu, Yuanjiang Li, Tao Lang, Ruochen Liu
2025 J jnl
Tuning LLMs by RAG Principles: Towards LLM-native Memory.
CoRR
Jiale Wei, Shuchi Wu, Ruochen Liu, Xiang Ying, Jingbo Shang, Fangbo Tao
2025 B conf
Variable Range-based Interaction Preference Multi-objective Optimization Algorithm through Objective Decomposition.
CEC
Junwei Ma, Jianxia Li, Ruochen Liu, Jianyong Zhai, Li Gao
2024 J jnl
Breaking the mold: The challenge of large scale MARL specialization.
CoRR
Stefan Juang, Hugh Cao, Arielle Zhou, Ruochen Liu, Nevin L. Zhang, Elvis S. Liu
2024 B conf
Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem.
CEC
Haoyuan Lv, Ruochen Liu, Handing Wang
2024 J jnl
PO-MSCKF: An Efficient Visual-Inertial Odometry by Reconstructing the Multi-State Constrained Kalman Filter with the Pose-only Theory.
CoRR
Xueyu Du, Lilian Zhang, Ruochen Liu, Maosong Wang, Wenqi Wu, Jun Mao
2024 C conf
Training Interactive Agent in Large FPS Game Map with Rule-enhanced Reinforcement Learning.
CoG
Chen Zhang, Huan Hu, Yuan Zhou, Qiyang Cao, Ruochen Liu, Wenya Wei, Elvis S. Liu
2024 J jnl
Training Interactive Agent in Large FPS Game Map with Rule-enhanced Reinforcement Learning.
CoRR
Chen Zhang, Huan Hu, Yuan Zhou, Qiyang Cao, Ruochen Liu, Wenya Wei, Elvis S. Liu
2023 — conf
A Repetitive Grouping Max-Min Ant System for Multi-Depot Vehicle Routing Problem with Time Window.
ICSI (2)
Wanfeng Chen, Ruochen Liu, Qi Guo, Mengyi Niu
2023 J jnl
A special point-based transfer component analysis for dynamic multi-objective optimization.
Complex Intell. Syst.
Ruochen Liu, Nanxi Li, Luyao Peng, Kai Wu
2023 — conf
Connecting Cloud Computing and Machine Learning Through Functional Situation-Awareness: A User-Centric Smart Monitoring Application.
SSE
Miguel Millan, Ruochen Liu, Ming Hua
2023 — conf
Interpreting Positional Information in Perspective of Word Order.
ACL (1)
Xilong Zhang, Ruochen Liu, Jin Liu, Xuefeng Liang
2023 J jnl
Joint Translational Motion Compensation for Multitarget ISAR Imaging Based on Integrated Kalman Filter.
IEEE Trans. Geosci. Remote. Sens.
Yachao Li, Jiadong Wang, Ruochen Liu, Jiabao Ding, Peng Zhang, Mengdao Xing
2023 J jnl
Multitasking Evolutionary Algorithm Based on Adaptive Seed Transfer for Combinatorial Problem.
CoRR
Haoyuan Lv, Ruochen Liu
2023 J jnl
Multitasking evolutionary algorithm based on adaptive seed transfer for combinatorial problem.
Appl. Soft Comput.
Haoyuan Lv, Ruochen Liu
2023 — conf
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting.
EMNLP (Findings)
Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor
2023 J jnl
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting.
CoRR
Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor
2023 — conf
Traffic Flow Data Imputation Based on Feature Fusion Attention Imputation Network.
ICITE
Shuang Li, Xianglong Luo, Jiayu Yang, Zhongcheng Xu, Ruochen Liu
2022 J jnl
A change type-based self-adaptive response strategy for dynamic multi-objective optimization.
Knowl. Based Syst.
Jianxia Li, Ruochen Liu, Ruinan Wang
2022 J jnl
Handling dynamic multiobjective optimization problems with variable environmental change via classification prediction and dynamic mutation.
Inf. Sci.
Jianxia Li, Ruochen Liu, Ruinan Wang
2022 J jnl
IPD-Net: Infrared Pedestrian Detection Network via Adaptive Feature Extraction and Coordinate Information Fusion.
Sensors
Lun Zhou, Song Gao, Simin Wang, Hengsheng Zhang, Ruochen Liu, Jiaming Liu
2022 A* conf
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing.
NeurIPS
Zelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li
2022 J jnl
Noisy multi-objective optimization algorithm based on Gaussian model and regularity model.
Swarm Evol. Comput.
Ruochen Liu, Nanxi Li, Fangfang Wang
2022 J jnl
Recursive grouping and dynamic resource allocation method for large-scale multi-objective optimization problem.
Appl. Soft Comput.
Jin Liu, Ruochen Liu, Xilong Zhang
2022 J jnl
Research on Characteristics of Electrostatic Wear-Site and Oil-Line Sensor with Theoretical and Comprehensive Analysis.
J. Sensors
Ruochen Liu, Shaoyi Bei, Meng Gu, Han Wang, Jianzhong Sun
2022 J jnl
YOLO-SD: Small Ship Detection in SAR Images by Multi-Scale Convolution and Feature Transformer Module.
Remote. Sens.
Simin Wang, Song Gao, Lun Zhou, Ruochen Liu, Hengsheng Zhang, Jiaming Liu, Yong Jia, Jiang Qian
2021 B conf
A Max-Min Ant System based on Decomposition for the Multi-Depot Cumulative Capacitated Vehicle Routing Problem.
CEC
Mengyi Niu, Ruochen Liu, Handing Wang
2021 C conf
A Special Point and Transfer Component Analysis Based Dynamic Multi-objective Optimization Algorithm.
EMO
Ruochen Liu, Nanxi Li, Luyao Peng, Kai Wu
2021 J jnl
A dynamic multi-objective optimization evolutionary algorithm for complex environmental changes.
Knowl. Based Syst.
Ruochen Liu, Ping Yang, Jiangdi Liu
2021 J jnl
A noisy multi-objective optimization algorithm based on mean and Wiener filters.
Knowl. Based Syst.
Ruochen Liu, Yifan Li, Handing Wang, Jin Liu
2021 — conf
TenSet: A Large-scale Program Performance Dataset for Learned Tensor Compilers.
NeurIPS Datasets and Benchmarks
Lianmin Zheng, Ruochen Liu, Junru Shao, Tianqi Chen, Joseph Gonzalez, Ion Stoica, Ameer Haj-Ali
2020 J jnl
A region division based decomposition approach for evolutionary many-objective optimization.
Knowl. Based Syst.
Ruochen Liu, Jin Liu, Runan Zhou, Cheng Lian, Renyu Bian
2019 J jnl
A multi-objective ant colony optimization with decomposition for community detection in complex networks.
Trans. Inst. Meas. Control
Ruochen Liu, Jiangdi Liu, Manman He
2018 J jnl
A new two-stage genetic programming classification algorithm and its applications.
Trans. Inst. Meas. Control
Ruochen Liu, Lijia An, Xin Yu
2017 — conf
A modified MOEA/D by introducing an invasive weed optimization operator.
ICNC-FSKD
Ruochen Liu, Cheng Lian, Langlang Zhang, Xiao Wang
2017 — conf
Improved Artificial Weed Colonization Based Multi-objective Optimization Algorithm.
LSMS/ICSEE (2)
Ruochen Liu, Ruinan Wang, Manman He, Xiao Wang
2017 — conf
Multi-objective Gene Expression Programming Based Automatic Clustering Method.
ISICA (1)
Ruochen Liu, Jianxia Li, Manman He
2017 J jnl
Shape automatic clustering-based multi-objective optimization with decomposition.
Mach. Vis. Appl.
Ruochen Liu, Ruinan Wang, Xin Yu, Lijia An
2017 — conf
Shape-Based Image Retrieval Based on Improved Genetic Programming.
ICONIP (4)
Ruochen Liu, Guan Xia, Jianxia Li
2011 — conf
A Hybrid Dynamic Multi-objective Immune Optimization Algorithm Using Prediction Strategy and Improved Differential Evolution Crossover Operator.
ICONIP (2)
Yajuan Ma, Ruochen Liu, Ronghua Shang
2006 — conf
Immune Clonal Strategies Based on Three Mutation Methods.
ICNC (2)
Ruochen Liu, Li Chen, Shuang Wang