| 2026 | AAAI | Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation. | Hefei Xu, Le Wu, Chen Cheng, Hao Liu |
| 2026 | COLT | Is Memorization Helpful or Harmful? Prior Information Sets the Threshold. | Chen Cheng, Rina Foygel Barber |
| 2026 | WWW | AlignCP: Noise-Aware Preference Alignment for LLMs via Confidence and Polarity Reweighting. | Chen Cheng, Hefei Xu, Le Wu |
| 2025 | CogSci | Developmental Trajectories of Working Memory Updating from Early Childhood to Adolescence: A Meta-Analysis. | Ye Song, Chen Cheng |
| 2025 | DAC | MIRACLE: Multimodal Information Retrieval via a Combined In-Memory Processing and Content Addressable Memory Approach. | Xuehui Liu, Xueyan Wang, Tianyang Yu, Chen Cheng, Shuo Ran, Bi Wu, Xiaotao Jia, Weiqiang Liu, Gang Qu, Weisheng Zhao |
| 2025 | HPCC | Targeting Potential Cloud PC Subscribers via Multi-Dimensional Profiling of Telecom Big Data. | Yuan Tian, Chen Cheng, Xinzhou Cheng, Yongzhong Zhang, Qiankai Cao, Yuhui Han, Tianyi Wang, Wei Zhang, Ruojing Hao, Yuwei Jia, Yanan Zhang, Zijing Yang |
| 2025 | HPCC | Research on Host Classification Based on Language Models in Mobile Communication Networks. | Wei Zhang, Chen Cheng, Tianyi Wang, Yuhui Han, Yuan Tian, Dongliang Wang, Zixiang Di, Bei Li, Lexi Xu, Tian Xiao, Hong Sun, Guoguang Zhang |
| 2025 | ICASSP | ETDE-Net: An End-to-End Time-Domain Enhancement Network for LPI Radar Signals. | Chen Cheng, Zhi Sun, Haonan Zhang, Zihao Xiao, Guolong Cui |
| 2025 | ICASSP | Exploring the Robustness of In-Context Learning with Noisy Labels. | Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei |
| 2024 | CogSci | Two heads are better than one: the use of social cognitive offloading in working memory in six-year-olds and adults. | Chen Cheng, Hongdian Zhang |
| 2024 | COLT | Two fundamental limits for uncertainty quantification in predictive inference. | Felipe Areces, Chen Cheng, John C. Duchi, Kuditipudi Rohith |
| 2023 | CogSci | How count-list knowledge relates to 3-year-olds' exact non-symbolic addition abilities. | Chen Cheng, Melissa M. Kibbe |
| 2023 | EMNLP | ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. | Chenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou |
| 2023 | TrustCom | A Novel Algorithm and System of Customer Value Evaluation based on Telecom Operator Big Data. | Chen Cheng, Xinzhou Cheng, Jinyou Dai, Xu Xia, Bin Yang, Feibi Lyu, Jie Gao, Wei Zhang, Tian Xiao, Tianyi Wang |
| 2023 | TrustCom | An Analysis Strategy of Abnormal Subscriber Warning Based on Federated Learning Technology. | Jie Gao, Tianyi Wang, Yuhui Han, Lixia Liu, Xingwei Zhang, Lexi Xu, Yang Wu, Zijing Yang, Chen Cheng |
| 2023 | TrustCom | Address Localization Method Based on Data Fusion of Core Network and Radio Access Network. | Tianyi Wang, Yuhui Han, Wei Zhang, Xinzhou Cheng, Jie Gao, Qingqing Zhang, Qijiao Yang, Fengqiang Chen, Chen Cheng |
| 2022 | COLT | Memorize to generalize: on the necessity of interpolation in high dimensional linear regression. | Chen Cheng, John C. Duchi, Rohith Kuditipudi |
| 2022 | TrustCom | Telecom Big Data assisted Algorithm and System of Campus Safety Management. | Chen Cheng, Xinzhou Cheng, Shikun Jiang, Xin Zhao, Yuhui Han, Tao Zhang, Lijuan Cao, Yuwei Jia, Tian Xiao, Bei Li |
| 2022 | TrustCom | A Novel User Mobility Prediction Scheme based on the Weighted Markov Chain Model. | Yuwei Jia, Kun Chao, Xinzhou Cheng, Lin Lin, Lijuan Cao, Yi Li, Yuchao Jin, Zixiang Di, Chen Cheng |
| 2022 | TrustCom | Coverage Estimation of Wireless Network Using Attention U-Net. | Feibi Lyu, Xinzhou Cheng, Lexi Xu, Liang Liu, Jinjian Qiao, Lu Zhi, Zixiang Di, Tian Xiao, Chen Cheng |
| 2022 | TrustCom | Research on Intelligent 5G Remote Interference Avoidance and Clustering Scheme. | Tian Xiao, Bei Li, Zixiang Di, Guanghai Liu, Lexi Xu, Jian Guan, Zhaoning Wang, Chen Cheng, Yi Li |
| 2022 | TrustCom | Telecom Customer Chum Prediction based on Half Termination Dynamic Label and XGBoost. | Yi Zhang, Fan Zhang, Chuntao Song, Xinzhou Cheng, Chen Cheng, Lexi Xu, Tian Xiao, Bei Li |
| 2021 | CogSci | Children's use of Reasoning by Exclusion to Track Identities of Occluded Objects. | Chen Cheng, Melissa M. Kibbe |
| 2021 | DASC | Applying neural networks for plant model simulation in embedded control system. | Chen Cheng, Yukikazu Nakamoto |
| 2021 | TrustCom | Preference Recommendation Scheme based on Social Networks of Mobile Users. | Lijuan Cao, Xinzhou Cheng, Lexi Xu, Chen Cheng, Yi Li, Yuwei Jia, Chuntao Song, Heng Zhang |
| 2021 | TrustCom | A Novel Architecture and Algorithm for Prediction of Students Psychological Health based on Big Data. | Chen Cheng, Xinzhou Cheng, Yuting Zheng, Lijuan Cao, Yuhui Han, Yuwei Jia, Qingqing Zhang, Yi Zhang, Ya-nan Zhang, Lexi Xu |
| 2021 | TrustCom | A new algorithm for demographic expansion based on multi-scene differentiated communication data. | Yuhui Han, Chen Cheng, Xinzhou Cheng, Lexi Xu, Yuchao Jin, Yuwei Jia, Jie Gao |
| 2021 | TrustCom | A Hybrid User Recommendation Scheme Based on Collaborative Filtering and Association Rules. | Yuwei Jia, Kun Chao, Xinzhou Cheng, Jian Guan, Lijuan Cao, Yi Li, Chen Cheng, Yuchao Jin, Lexi Xu |
| 2019 | UIC | Research on User Behavioral Intention Based on Telecommunication Data. | Yuhui Han, Dengsheng Fu, Liang Zhao, Chen Cheng, Xinzhou Cheng, Lexi Xu |
| 2018 | CogSci | Using object history to predict future behavior: Evidence for essentialism at 9 months of age. | Chen Cheng, Zsuzsa Kaldy, Erik Blaser |
| 2018 | HPCC | A Novel Base Station Analysis Scheme Based on Telecom Big Data. | Changbo Zhu, Xinzhou Cheng, Lexi Xu, Chen Cheng, Tao Zhang, Haina Ye, Jian Guan |
| 2017 | APCC | Iterative interference cancellation based channel estimation for multi-cell massive MIMO systems. | Xiang Chen, Chen Cheng, Xuming Lu, Jie Gong |
| 2015 | HCI | Research on Service-Driven Feature of Industrial Designers Under the Background of Industry Convergence. | Qing Zhang, Chen Cheng, Junnan Ye, Wei Ding |
| 2015 | IROS | Kinematics, stiffness and natural frequency of a redundantly actuated masticatory robot constrained by two point-contact higher kinematic pairs. | Chen Cheng, Weiliang Xu, Jianzhong Shang |
| 2014 | RecSys | Gradient boosting factorization machines. | Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu |
| 2013 | IJCAI | Where You Like to Go Next: Successive Point-of-Interest Recommendation. | Chen Cheng, Haiqin Yang, Michael R. Lyu, Irwin King |
| 2012 | AAAI | Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks. | Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu |