| 2025 | CEC | Surrogate Models are not Necessary for Black-Box Expensive Optimization. | Hongxiang Geng, Ye Tian, Shangshang Yang, Xingyi Zhang, Cheng He |
| 2025 | CEC | Performance Study of Surrogate-Assisted Large-Scale Multiobjective Evolutionary Algorithms on GLSMOP Test Suite. | Haoran Gu, Cheng He, Handing Wang |
| 2025 | CEC | Evolutionary Asynchronous Optimization-A Novel Optimization Paradigm for Non-contact Voltage Measurement. | Ye Tian, Cheng He, Endi Cao, Yonglin He, Xingyi Zhang |
| 2025 | IROS | SemSegGrasp: Plug-and-play Task-oriented Grasping via Semantic Segmentation. | Cheng He, Zhenjie Zhao, Xuebo Zhang |
| 2024 | CEC | Balancing Convergence and Diversity in Meta-Heuristics for Calibration of Instrument Transformers. | Zihan Gao, Cheng He, Chuanji Zhang, Hongbin Li |
| 2024 | CEC | Reference Vector Guided Variables Selection for Expensive Large-Scale Multiobjective Optimization. | Jianqing Lin, Cheng He, Xueming Liu, Linqiang Pan |
| 2024 | ICASSP | Semi-Supervised Metrics-Based Self-Training Root Cause Analysis for Cloud-Native Systems with Class-Imbalanced Data. | Ying Huang, Qingfeng Du, Yongqi Han, Cheng He, Fulong Tian |
| 2023 | APSEC | LogFold: Enhancing Log Anomaly Detection Through Sequence Folding and Reconstruction. | Xiaonan Shi, Rui Li, Qingfeng Du, Cheng He, Fulong Tian |
| 2023 | ICDM | PatternRCA: A Pattern-Aware Root Cause Analysis Framework for Multi-Dimensional Time Series. | Cheng He, Fulong Tian, Peijiao Xue, Yuan Wu, Yao Li, Jiajia Li, Zikai Wang, Feng Tan, Hongyang Chen, Linghe Kong |
| 2021 | CEC | Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation. | Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |
| 2021 | DSN | General Feature Selection for Failure Prediction in Large-scale SSD Deployment. | Fan Xu, Shujie Han, Patrick P. C. Lee, Yi Liu, Cheng He, Jiongzhou Liu |
| 2021 | EMO | Population Sizing of Evolutionary Large-Scale Multiobjective Optimization. | Cheng He, Ran Cheng |
| 2021 | EMO | Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. | Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao |
| 2021 | EMO | Multi-objective Neural Architecture Search with Almost No Training. | Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu |
| 2021 | EMO | Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. | Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |
| 2021 | EMO | Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. | Jianqing Lin, Cheng He, Ran Cheng |
| 2021 | FAST | An In-Depth Study of Correlated Failures in Production SSD-Based Data Centers. | Shujie Han, Patrick P. C. Lee, Fan Xu, Yi Liu, Cheng He, Jiongzhou Liu |
| 2021 | ICCV | FaPN: Feature-aligned Pyramid Network for Dense Image Prediction. | Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He |
| 2021 | IJCNN | Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction. | Xiang Lan, Dianwen Ng, Yi Liu, Jiongzhou Liu, Fan Xu, Cheng He, Mengling Feng |
| 2021 | VTS | On Workload-Aware DRAM Failure Prediction in Large-Scale Data Centers. | Xingyi Wang, Yu Li, Yiquan Chen, Shiwen Wang, Yin Du, Cheng He, Yuzhong Zhang, Pinan Chen, Xin Li, Wenjun Song, Qiang Xu, Li Jiang |
| 2021 | SRDS | Automated Intelligent Healing in Cloud-Scale Data Centers. | Rui Li, Zhinan Cheng, Patrick P. C. Lee, Pinghui Wang, Yi Qiang, Lin Lan, Cheng He, Jinlong Lu, Mian Wang, Xinquan Ding |
| 2020 | CEC | Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. | Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang |
| 2020 | ICDCS | Toward Adaptive Disk Failure Prediction via Stream Mining. | Shujie Han, Patrick P. C. Lee, Zhirong Shen, Cheng He, Yi Liu, Tao Huang |
| 2020 | IJCNN | IO-aware Factorization Machine for User Response Prediction. | Zhenhao Hu, Chao Peng, Cheng He, Haibin Cai |
| 2020 | KSEM | CIFEF: Combining Implicit and Explicit Features for Friendship Inference in Location-Based Social Networks. | Cheng He, Chao Peng, Na Li, Xiang Chen, Zhengfeng Yang, Zhenhao Hu |
| 2019 | CEC | Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. | Cheng He, Ran Cheng, Yaochu Jin, Xin Yao |
| 2019 | CEC | A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. | Kanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, Hisao Ishibuchi |
| 2018 | IPCCC | Reversible Programming Techniques for Shortest-Path Algorithms. | Lanying Guo, Chao Peng, Siyuan Chen, Cheng He |
| 2018 | PRICAI | Exploiting Spatiotemporal Features to Infer Friendship in Location-Based Social Networks. | Cheng He, Chao Peng, Na Li, Xiang Chen, Lanying Guo |
| 2017 | KDD | Extremely Fast Decision Tree Mining for Evolving Data Streams. | Albert Bifet, Jiajin Zhang, Wei Fan, Cheng He, Jianfeng Zhang, Jianfeng Qian, Geoff Holmes, Bernhard Pfahringer |
| 2017 | KDD | An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis. | Lujia Pan, Jianfeng Zhang, Patrick P. C. Lee, Hong Cheng, Cheng He, Caifeng He, Keli Zhang |
| 2016 | CEC | An improved reference point sampling method on Pareto optimal front. | Cheng He, Linqiang Pan, Hang Xu, Ye Tian, Xingyi Zhang |
| 2015 | ICDE | VENUS: Vertex-centric streamlined graph computation on a single PC. | Jiefeng Cheng, Qin Liu, Zhenguo Li, Wei Fan, John C. S. Lui, Cheng He |
| 2015 | ICDE | Piecewise linear approximation of streaming time series data with max-error guarantees. | Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li, Wei Fan, Cheng He, Yadong Mu |
| 2015 | ICDM | StreamDM: Advanced Data Mining in Spark Streaming. | Albert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, Wei Fan |
| 2015 | IWQoS | Fine-grained dissection of WeChat in cellular networks. | Qun Huang, Patrick P. C. Lee, Caifeng He, Jianfeng Qian, Cheng He |
| 2015 | SIGCOMM | An In-depth Analysis of 3G Traffic and Performance. | Zhenxian Hu, Yi-Chao Chen, Lili Qiu, Guangtao Xue, Hongzi Zhu, Nicholas Zhang, Cheng He, Lujia Pan, Caifeng He |
| 2014 | DSN | SAND: A Fault-Tolerant Streaming Architecture for Network Traffic Analytics. | Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi |
| 2013 | ICDM | NIM: Scalable Distributed Stream Process System on Mobile Network Data. | Lujia Pan, Jianfeng Qian, Caifeng He, Wei Fan, Cheng He, Fan Yang |
| 2013 | IM | Characterizing smart phone traffic: A mobile carrier's perspective. | Mahmoud Taghizadeh, Haiyong Xie, Cheng He, Gong Zhang |
| 2012 | ICNC | An improved adaptive differential evolution based on double populations for constrained optimization problems. | Meiyi Li, Qianqian Qiu, Cheng He |
| 2012 | MSWIM | Characterization of 3G control-plane signaling overhead from a data-plane perspective. | Li Qian, Edmond W. W. Chan, Patrick P. C. Lee, Cheng He |
| 2012 | Networking | A Panoramic View of 3G Data/Control-Plane Traffic: Mobile Device Perspective. | Xiuqiang He, Patrick P. C. Lee, Lujia Pan, Cheng He, John C. S. Lui |