| 2025 | ASPLOS | Dilu: Enabling GPU Resourcing-on-Demand for Serverless DL Serving via Introspective Elasticity. | Cunchi Lv, Xiao Shi, Zhengyu Lei, Jinyue Huang, Wenting Tan, Xiaohui Zheng, Xiaofang Zhao |
| 2024 | NPC | SpecInF: Exploiting Idle GPU Resources in Distributed DL Training via Speculative Inference Filling. | Cunchi Lv, Xiao Shi, Dong Liang, Wenting Tan, Xiaofang Zhao |
| 2023 | CLOUD | Chitu: Accelerating Serverless Workflows with Asynchronous State Replication Pipelines. | Zhengyu Lei, Xiao Shi, Cunchi Lv, Xiaobing Yu, Xiaofang Zhao |
| 2023 | ICASSP | Not All Classes are Equal: Adaptively Focus-Aware Confidence for Semi-Supervised Object Detection. | Hui Zhu, Yongchun L, Hongyu Zhao, Guoqing Zhao, Xiaofang Zhao |
| 2022 | ICASSP | TargetDrop: A Targeted Regularization Method for Convolutional Neural Networks. | Hui Zhu, Xiaofang Zhao |
| 2022 | IPCCC | SMPI: Scalable Serverless MPI Computing. | Yuxin Yuan, Xiao Shi, Zhengyu Lei, Xiaohong Wang, Xiaofang Zhao |
| 2022 | NPC | TrainFlow: A Lightweight, Programmable ML Training Framework via Serverless Paradigm. | Wenting Tan, Xiao Shi, Zhengyu Lei, Dong Liang, Cunchi Lv, Xiaohong Wang, Xiaofang Zhao |
| 2021 | CIKM | Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. | Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu |
| 2021 | EMNLP | Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. | Lei Shen, Jinchao Zhang, Jiao Ou, Xiaofang Zhao, Jie Zhou |
| 2021 | IJCAI | Improving Sequential Recommendation Consistency with Self-Supervised Imitation. | Xu Yuan, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Zhuoye Ding |
| 2020 | AAAI | Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation. | Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Yangxi Li, Dongsheng Duan, Dawei Yin |
| 2020 | ACL | Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight. | Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao, Dawei Yin |
| 2020 | EMNLP | Group-wise Contrastive Learning for Neural Dialogue Generation. | Hengyi Cai, Hongshen Chen, Yonghao Song, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Xiaofang Zhao |
| 2020 | IJCAI | Exemplar Guided Neural Dialogue Generation. | Hengyi Cai, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Dawei Yin |
| 2019 | EMNLP | Adaptive Parameterization for Neural Dialogue Generation. | Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Dawei Yin |
| 2019 | ISPA | UCWE: A User-Centric Approach for Web Quality of Experience Measurement. | Xiaohui Zheng, Yan Jin, Xiao Shi, Yonghao Song, Xiaofang Zhao |
| 2018 | CSCWD | CPSP: A Cloud-based Production Service Platform Supporting Co-Manufacturing of Cross-Enterprise. | Xuliang Wang, Cheng Zhang, Yan Jin, Xiaofang Zhao |
| 2018 | ISPA | Using Centralized I/O Scheduling Service (CISS) to Improve Cloud Object Storage Performance. | Xiao Shi, Detian Hu, Hongwei Tang, Xiaohui Zheng, Xiaofang Zhao |
| 2017 | DEXA | FTGWS: Forming Optimal Tutor Group for Weak Students Discovered in Educational Settings. | Yonghao Song, Hengyi Cai, Xiaohui Zheng, Qiang Qiu, Yan Jin, Xiaofang Zhao |
| 2017 | ISPA | A Shortest-Response-Time Assured Microservices Selection Framework. | Xiaodong Liu, SongHao Jiang, Xiaofang Zhao, Yan Jin |
| 2015 | KSEM | PSFK: A Student Performance Prediction Scheme for First-Encounter Knowledge in ITS. | Yonghao Song, Yan Jin, Xiaohui Zheng, Haiyan Han, Yunqin Zhong, Xiaofang Zhao |
| 2013 | IGARSS | VegaIndexer: A Distributed composite index scheme for big spatio-temporal sensor data on cloud. | Yunqin Zhong, Jinyun Fang, Xiaofang Zhao |
| 2012 | EDOC | An Item-Targeted User Similarity Method for Data Service Recommendation. | Cheng Zhang, Xiaofang Zhao, Jianwu Wang |
| 2012 | PDCAT | Preliminary Search Engine for Open Protein Identification. | Wenli Zhang, Hao Chi, Yuanzheng Lu, Yuqing Huang, Xiaofang Zhao, Simin He |
| 2010 | ISCC | QTL: An efficient scheduling policy for 10Gbps network intrusion detection system. | Bo Song, Weibing Yang, Mingyu Chen, Xiaofang Zhao, Jianping Fan |
| 2010 | SNPD | Achieving Flow-Level Controllability in Network Intrusion Detection System. | Bo Song, Weibing Yang, Mingyu Chen, Xiaofang Zhao, Jianping Fan |
| 2009 | PDP | Accurate Analytical Models for Message Passing on Multi-core Clusters. | Bibo Tu, Jianping Fan, Jianfeng Zhan, Xiaofang Zhao |
| 2008 | CLUSTER | Multi-core aware optimization for MPI collectives. | Bibo Tu, Ming Zou, Jianfeng Zhan, Xiaofang Zhao, Jianping Fan |
| 2006 | GRC | Denotational semantics of dynamic fuzzy logic programming language. | Xiaofang Zhao, Fanzhang Li |