| 2026 | SIGIR | FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction. | Zenan Dai, Jinpeng Wang, Junwei Pan, Dapeng Liu, Lei Xiao, Shu-Tao Xia |
| 2025 | CIKM | Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs. | Yuhao Wang, Junwei Pan, Xinhang Li, Maolin Wang, Yuan Wang, Yue Liu, Dapeng Liu, Jie Jiang, Xiangyu Zhao |
| 2025 | CIKM | Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation. | Zhutian Lin, Junwei Pan, Haibin Yu, Xi Xiao, Ximei Wang, Zhixiang Feng, Shifeng Wen, Shudong Huang, Dapeng Liu, Lei Xiao |
| 2024 | AAAI | Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning. | Ximei Wang, Junwei Pan, Xingzhuo Guo, Dapeng Liu, Jie Jiang |
| 2024 | KDD | Ads Recommendation in a Collapsed and Entangled World. | Junwei Pan, Wei Xue, Ximei Wang, Haibin Yu, Xun Liu, Shijie Quan, Xueming Qiu, Dapeng Liu, Lei Xiao, Jie Jiang |
| 2024 | SIGIR | Deep Pattern Network for Click-Through Rate Prediction. | Hengyu Zhang, Junwei Pan, Dapeng Liu, Jie Jiang, Xiu Li |
| 2023 | HCI | Design of Customized Cultural and Creative Service System of Shanghai School Painting. | Yiran Zhang, Dapeng Liu, Zhengyu Zhu |
| 2023 | ICDE | Transferable Feature Selection for Unsupervised Domain Adaptation : Extended Abstract. | Yuguang Yan, Hanrui Wu, Yuzhong Ye, Chaoyang Bi, Min Lu, Dapeng Liu, Qingyao Wu, Michael Kwok-Po Ng |
| 2022 | AAAI | Cross-Task Knowledge Distillation in Multi-Task Recommendation. | Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen |
| 2022 | CIKM | Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising. | Yuyao Guo, Haoming Li, Xiang Ao, Min Lu, Dapeng Liu, Lei Xiao, Jie Jiang, Qing He |
| 2022 | ICDM | AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling. | Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang |
| 2021 | IJCNN | Convolutional Normalizing Flows for Deep Gaussian Processes. | Haibin Yu, Dapeng Liu, Bryan Kian Hsiang Low, Patrick Jaillet |
| 2021 | ICRA | Decision Making for Autonomous Driving via Augmented Adversarial Inverse Reinforcement Learning. | Pin Wang, Dapeng Liu, Jiayu Chen, Hanhan Li, Ching-Yao Chan |
| 2021 | SIGIR | Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback. | Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He |
| 2020 | WWW | Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions. | Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Lei Xiao, Qing He |
| 2019 | INFOCOM | Label-Less: A Semi-Automatic Labelling Tool for KPI Anomalies. | Nengwen Zhao, Jing Zhu, Rong Liu, Dapeng Liu, Ming Zhang, Dan Pei |
| 2019 | ISSRE | Generic and Robust Localization of Multi-dimensional Root Causes. | Zeyan Li, Dan Pei, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang |
| 2018 | IJCAI | Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences. | Patrick P. K. Chan, Xian Hu, Lili Zhao, Daniel S. Yeung, Dapeng Liu, Lei Xiao |
| 2017 | SNPD | Issues with conducting controlled on-line experiments for E-Commerce. | Dapeng Liu, Shaochun Xu, Brian Zhang, Chunlin Wang, Chunqing Li, Feng Zhou |
| 2016 | INFOCOM | FOCUS: Shedding light on the high search response time in the wild. | Dapeng Liu, Youjian Zhao, Kaixin Sui, Lei Zou, Dan Pei, Qingqian Tao, Xiyang Chen, Dai Tan |
| 2016 | IWQoS | Your trajectory privacy can be breached even if you walk in groups. | Kaixin Sui, Youjian Zhao, Dapeng Liu, Minghua Ma, Lei Xu, Zimu Li, Dan Pei |
| 2016 | Mobisys | Characterizing and Improving WiFi Latency in Large-Scale Operational Networks. | Kaixin Sui, Mengyu Zhou, Dapeng Liu, Minghua Ma, Dan Pei, Youjian Zhao, Zimu Li, Thomas Moscibroda |
| 2015 | IMC | Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning. | Dapeng Liu, Youjian Zhao, Haowen Xu, Yongqian Sun, Dan Pei, Jiao Luo, Xiaowei Jing, Mei Feng |
| 2015 | IPCCC | Narrowing down the debugging space of slow search response time. | Dapeng Liu, Youjian Zhao, Dan Pei, Chengbin Quan, Qingqian Tao, Pei Wang, Xiyang Chen, Dai Tan, Xiaowei Jing, Mei Feng |
| 2015 | IPCCC | Learning thresholds for PV change detection from operators' labels. | Dapeng Liu, Youjian Zhao, Kaixin Sui, Shiwen Cheng, Dan Pei, Chengbin Quan, Jiao Luo, Xiaowei Jing, Mei Feng |
| 2014 | CNSM | Application-aware latency monitoring for cloud tenants via CloudWatch+. | Dapeng Liu, Dan Pei, Youjian Zhao |
| 2014 | SNPD | Using client-side access partitioning for data clustering in big data applications. | Dapeng Liu, Shaochun Xu, Zengdi Cui |
| 2013 | SNPD | Evaluating Programming Performance with Keystroke Characteristics: An Empirical Experiment. | Huafu Liu, Dapeng Liu, Shaochun Xu |
| 2011 | CEC | Multi-objective cultural algorithms. | Robert G. Reynolds, Dapeng Liu |
| 2011 | SERA | Case Study on Incremental Software Development. | Dapeng Liu, Shaochun Xu, Wencai Du |
| 2010 | CEC | Multi-objective Cultural Algorithms. | Christopher Best, Xiangdong Che, Robert G. Reynolds, Dapeng Liu |
| 2009 | ESEM | The role of software process simulation modeling in software risk management: A systematic review. | Dapeng Liu, Qing Wang, Junchao Xiao |
| 2009 | SNPD | A Tool Suite for Java Program Tracing and Feature Location. | Dapeng Liu, Shaochun Xu |
| 2008 | SEKE | A Project Scheduling Method Based on Human Resource Availability. | Lizi Xie, Junchao Xiao, Dapeng Liu, Qing Wang |
| 2007 | AICCSA | An Eclipse Plug-in: Dependency Browser. | Dapeng Liu, Shaochun Xu, Zhongyuan Liu |
| 2007 | COMPSAC | A Combined Concept Location Method for Java Programs. | Dapeng Liu, Shaochun Xu |
| 2007 | ICNC | A Simulation-Based Approach for Fine-Grained Project Plan Analysis. | Jian Dai, Qing Wang, Mingshu Li, Junchao Xiao, Dapeng Liu, M. Wasif, Li Ruan |
| 2007 | SNPD | New Software Quality Metrics for Object-Oriented Programs. | Dapeng Liu, Shaochun Xu |
| 2005 | ICDE | Reconstructing XML Subtrees from Relational Storage of XML documents. | Artem Chebotko, Dapeng Liu, Mustafa Atay, Shiyong Lu, Farshad Fotouhi |