| 2026 | AAAI | Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring. | Shiman Zhao, Siyuan Liu, Zhiqi Shen |
| 2026 | ACL | Two-Stage Regularization-Based Structured Pruning for LLMs. | Mingkuan Feng, Jinyang Wu, Siyuan Liu, Shuai Zhang, Hongjian Fang, Ruihan Jin, Feihu Che, Pengpeng Shao, Zhengqi Wen, Jianhua Tao |
| 2026 | WCNC | A MAML-TCN-Based Approach to LEO Satellite Network Traffic Forecasting. | Qing Chen, Siyuan Liu, Liang Peng, Xiaoxiang Wang |
| 2026 | VR | Elementor: an Embodied Chemistry Learning Game Using Mixed Reality and Generative Artificial Intelligence. | Dong Chen, Jiashu Sun, Siyuan Liu, Tengjia Zuo |
| 2026 | SANER | Evaluating Cross-Language Transfer for Refactoring Detection with Large Language Models. | Siyuan Liu, Nabhan Suwanachote, Yutaro Kashiwa, Brittany Reid, Hajimu Iida |
| 2025 | AIED | Advancing AI Literacy in Medical Education: A Medical AI Competency Framework Development. | Chang Cai, Jamie Andrew Duell, Daisy Minghui Chen, Weng Kin Ho, Bernett Teck Kwong Lee, Fang Li, Siyuan Liu, Olivia Ng, Vidya Sudarshan, Shang-Ming Zhou, Gaoxia Zhu, Xiuyi Fan |
| 2025 | AIED | "My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays. | Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan |
| 2025 | CVPR | NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. | Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan |
| 2025 | CVPR | Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation. | Dingcheng Zhen, Shunshun Yin, Shiyang Qin, Hou Yi, Ziwei Zhang, Siyuan Liu, Gan Qi, Ming Tao |
| 2025 | ECAI | Towards Mitigation of Hallucination for LLM-Empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor. | Siyuan Liu, Wenjing Liu, Zhiwei Xu, Xin Wang, Bo Chen, Tao Li |
| 2025 | HCI | Interactive Sensemaking with SurveySense: Enhancing Survey Insights Through Human-AI Collaboration on an LLM-Based Platform. | Jia Hui Bong, Chang Cai, Sing Yee Toh, Siyuan Liu, Xiuyi Fan |
| 2025 | HCI | WisdomTales: Improving Senior Citizens' Cognitive Abilities with Arithmetic Practices. | Rayden Wei Xuan Teo, Siyuan Liu, Chengqi Zhang |
| 2025 | ICML | Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling. | Shuqi Lu, Xiaohong Ji, Bohang Zhang, Lin Yao, Siyuan Liu, Zhifeng Gao, Linfeng Zhang, Guolin Ke |
| 2025 | IJCNN | Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery. | Woon Yee Ng, Li Rong Wang, Siyuan Liu, Xiuyi Fan |
| 2025 | MOBICOM | Poster: MemAura: Persistent Personalized Context Memory for LLM Services in Smart Environments. | Siyuan Liu, Huangxun Chen |
| 2025 | PRICAI | Context-Aware and Knowledge-Grounded Conversational Recommendation with Prompt Learning. | Aarushi Nema, Xin Zhou, Anna Jessica Jillella, Shiman Zhao, Siyuan Liu |
| 2024 | AIED | Leveraging Large Language Models for Automated Chinese Essay Scoring. | Haiyue Feng, Sixuan Du, Gaoxia Zhu, Yan Zou, Poh Boon Phua, Yuhong Feng, Haoming Zhong, Zhiqi Shen, Siyuan Liu |
| 2024 | ICML | Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction. | He Zhang, Chang Liu, Zun Wang, Xinran Wei, Siyuan Liu, Nanning Zheng, Bin Shao, Tie-Yan Liu |
| 2024 | INDIN | How Pretrained Foundation Models and Cloud-Fog Automation Empower the Recycling of Electrical Vehicles. | Siyuan Liu, Dapeng Lan, Jia Wang, Dongxiao Hu, Zhibo Pang, Honghao Lyu |
| 2024 | MICCAI | pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation. | Luyuan Xie, Manqing Lin, Siyuan Liu, ChenMing Xu, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu |
| 2024 | RO-MAN | Sensorimotor Coordinated Multi-UAV Coverage Path Planning. | Siyuan Liu, Hongyu Fang, Ziyang Deng, Dingsheng Luo |
| 2023 | MICCAI | SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRI. | Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap |
| 2023 | TrustCom | Research on Distributed Database Stability Testing Platform based on Chaos Engineering. | Chaolun Wang, Jiaxing Yang, Xiaolu Han, Jianrui Ma, Siyuan Liu, Pengwei Ma |
| 2022 | ACCV | FFD Augmentor: Towards Few-Shot Oracle Character Recognition from Scratch. | Xinyi Zhao, Siyuan Liu, Yikai Wang, Yanwei Fu |
| 2022 | INISTA | On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. | Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Mller, Hsuan Fu |
| 2022 | ICTAI | Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives. | Wenjin Xie, Siyuan Liu, Xiaomeng Wang, Tao Jia |
| 2022 | MICCAI | Fast Image-Level MRI Harmonization via Spectrum Analysis. | Hao Guan, Siyuan Liu, Weili Lin, Pew-Thian Yap, Mingxia Liu |
| 2021 | APSEC | CHIS: A Novel Hybrid Granularity Identifier Splitting Approach. | Siyuan Liu, Jingxuan Zhang, Jiahui Liang, Junpeng Luo, Yong Xu, Chenxing Sun |
| 2021 | MICCAI | Vox2Surf: Implicit Surface Reconstruction from Volumetric Data. | Yoonmi Hong, Sahar Ahmad, Ye Wu, Siyuan Liu, Pew-Thian Yap |
| 2021 | MICCAI | Multi-site Incremental Image Quality Assessment of Structural MRI via Consensus Adversarial Representation Adaptation. | Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap |
| 2021 | PRICAI | An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study. | James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach |
| 2021 | SIGMOD | Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. | Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen |
| 2021 | TrustCom | Research on Evaluation System of Relational Cloud Database. | Pengwei Ma, Kai Wei, Chunyu Jiang, Junyi Li, Jiafeng Tian, Siyuan Liu, Minjing Zhong |
| 2021 | TrustCom | Research and implementation of an analytical database testing platform in telecommunication industry. | Chaolun Wang, Yuan Liu, Pengwei Ma, Jiafeng Tian, Siyuan Liu, Minjing Zhong, Chunyu Jiang |
| 2020 | BPM | Analyzing a Helpdesk Process Through the Lens of Actor Handoff Patterns. | Akhil Kumar, Siyuan Liu |
| 2020 | ISPA | Design of Performance Benchmark for Time Series Databases. | Miaoqiong Wang, Siyuan Liu, Kai Wei, Han Liu, Chunyu Jiang, Shu Yan, Pengwei Ma |
| 2019 | BMVC | Semi-supervised Macromolecule Structural Classification in Cellular Electron Cryo-Tomograms using 3D Autoencoding Classifier. | Siyuan Liu, Xuefeng Du, Rong Xi, Fuya Xu, Xiangrui Zeng, Bo Zhou, Min Xu |
| 2019 | ICCCI | Co-evolution Dynamics Between Individual Strategy and Gaming Environment Under the Feedback Control. | Siyuan Liu, Jianlei Zhang |
| 2019 | ICDE | Maximizing the Utility in Location-Based Mobile Advertising. | Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu |
| 2019 | ICMLC | An Acceleration Method for Computing Dominace Classes in Ordered Information System. | Yan Li, Jing Zhang, Qiang He, Siyuan Liu, Lujing Huo |
| 2019 | MICCAI | Multi-stage Image Quality Assessment of Diffusion MRI via Semi-supervised Nonlocal Residual Networks. | Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang Shen |
| 2019 | SMC | Strategy Dynamics with Feedback Control in the Global Climate Dilemma Games. | Siyuan Liu, Lei Zhao, Jianlei Zhang |
| 2019 | SIGMOD | NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB Education. | Siyuan Liu, Sourav S. Bhowmick, Wanlu Zhang, Shu Wang, Wanyi Huang, Shafiq R. Joty |
| 2019 | UIST | Self-healing UI: Mechanically and Electrically Self-healing Materials for Sensing and Actuation Interfaces. | Koya Narumi, Fang Qin, Siyuan Liu, Huai-Yu Cheng, Jianzhe Gu, Yoshihiro Kawahara, Mohammad F. Islam, Lining Yao |
| 2018 | CVPR | Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks. | Yuan Yuan, Siyuan Liu, Jiawei Zhang, Yongbing Zhang, Chao Dong, Liang Lin |
| 2018 | HCI | Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms. | Siyuan Liu, Chunyan Miao, Martin J. McKeown, Jun Ji, Zhiqi Shen, Cyril Leung |
| 2018 | ICARCV | Decision-Behavior Based Online Shopping. | Gongqi Lin, Yuan Miao, Siyuan Liu |
| 2018 | ICDE | A Generic Inverted Index Framework for Similarity Search on the GPU. | Jingbo Zhou, Qi Guo, H. V. Jagadish, Lubos Krcl, Siyuan Liu, Wenhao Luan, Anthony K. H. Tung, Yueji Yang, Yuxin Zheng |
| 2018 | UIC | A Two-Stage Incremental Update Method for Fall Detection with Wearable Device. | Jianfei Shen, Yiqiang Chen, Zhiqi Shen, Siyuan Liu |
| 2017 | APSEC | A Web Application to Manage and Improve Software Development Projects by SEMAT Essence. | Yuichiro Senzaki, Siyuan Liu, Hironori Washizaki, Yoshiaki Fukazawa, Hiroshi Kobayashi, Masaharu Adachi |
| 2017 | HCI | Novel Functional Technologies for Age-Friendly E-commerce. | Xiaohai Tian, Lei Meng, Siyuan Liu, Zhiqi Shen, Eng Siong Chng, Cyril Leung, Frank Guan, Chunyan Miao |
| 2017 | ICNC | Study on the adaptive scale of agricultural development and utilization in Mu Us Sandy Land based on NSGA-II. | Siyuan Liu, Ni Wang, Jiancang Xie, Rengui Jiang, Liu Yang |
| 2017 | IECON | An iterative learning controller for a cable-driven hand rehabilitation robot. | Siyuan Liu, Deyuan Meng, Long Cheng, Miao Chen |
| 2016 | AAAI | Productive Aging through Intelligent Personalized Crowdsourcing. | Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung |
| 2016 | ECAI | Explained Activity Recognition with Computational Assumption-Based Argumentation. | Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Cyril Leung, Chunyan Miao |
| 2016 | ECAI | A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint. | Truc Viet Le, Siyuan Liu, Hoong Chuin Lau |
| 2016 | ECAI | Identifying and Rewarding Subcrowds in Crowdsourcing. | Siyuan Liu, Xiuyi Fan, Chunyan Miao |
| 2016 | HCI | Research on the Type of Automobile Controlling Device and Its Ergonomic Design Parameters. | Siyuan Liu, Yinxia Li, Hui-min Hu, Chaoyi Zhao |
| 2016 | HCI | Study of Usability Evaluation on Display Interface for Intelligent Electric Cooker. | Yanlong Yao, Yinxia Li, Huimin Hu, Yunhong Zhang, Siyuan Liu |
| 2016 | IGARSS | Passive millimeter-wave scene imaging simulation based on fast ray-tracing. | Bo Qi, Liang Lang, Yayun Cheng, Siyuan Liu, Fei Hu, Xiaoqin He, Pengying Deng, Liangqi Gui |
| 2015 | ICIS | Digitizing Offline Shopping Behavior Towards Mobile Marketing. | Anindya Ghose, Beibei Li, Siyuan Liu |
| 2015 | ICIS | Learning from the Offline Trace: A Case Study of the Taxi Industry. | Yingjie Zhang, Beibei Li, Ramayya Krishnan, Siyuan Liu |
| 2015 | ISNN | Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle. | Yuxin Fu, Yancheng Liu, Siyuan Liu, Ning Wang, Chuan Wang |
| 2014 | AAAI | RepRev: Mitigating the Negative Effects of Misreported Ratings. | Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao |
| 2014 | AAAI | Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise. | Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni |
| 2014 | ICDM | TINA: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. | Yan Hua, Shuhui Wang, Siyuan Liu, Qingming Huang, Anni Cai |
| 2014 | INFOCOM | ShopProfiler: Profiling shops with crowdsourcing data. | Xiaonan Guo, Eddie C. L. Chan, Ce Liu, Kaishun Wu, Siyuan Liu, Lionel M. Ni |
| 2014 | MDM | Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects. | Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen |
| 2014 | MDM | Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. | Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni |
| 2014 | PAKDD | Persistent Community Detection in Dynamic Social Networks. | Siyuan Liu, Shuhui Wang, Ramayya Krishnan |
| 2014 | PAKDD | Visual Analysis of Uncertainty in Trajectories. | Lu Lu, Nan Cao, Siyuan Liu, Lionel M. Ni, Xiaoru Yuan, Huamin Qu |
| 2014 | SIGMOD | HYDRA: large-scale social identity linkage via heterogeneous behavior modeling. | Siyuan Liu, Shuhui Wang, Feida Zhu, Jinbo Zhang, Ramayya Krishnan |
| 2014 | SSDBM | Integrating non-spatial preferences into spatial location queries. | Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen |
| 2013 | CIKM | TODMIS: mining communities from trajectories. | Siyuan Liu, Shuhui Wang, Kasthuri Jayarajah, Archan Misra, Ramayya Krishnan |
| 2013 | ICDM | Hibernating Process: Modelling Mobile Calls at Multiple Scales. | Siyuan Liu, Lei Li, Rammaya Krishnan |
| 2013 | KDD | Adaptive collective routing using gaussian process dynamic congestion models. | Siyuan Liu, Yisong Yue, Ramayya Krishnan |
| 2013 | MDM | HUNTS: A Trajectory Recommendation System for Effective and Efficient Hunting of Taxi Passengers. | Ye Ding, Siyuan Liu, Jiansu Pu, Lionel M. Ni |
| 2013 | MDM | Understanding Sequential Decisions via Inverse Reinforcement Learning. | Siyuan Liu, Miguel Araujo, Emma Brunskill, Rosaldo J. F. Rossetti, Joo Barros, Ramayya Krishnan |
| 2013 | MDM | T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance. | Jiansu Pu, Siyuan Liu, Ye Ding, Huamin Qu, Lionel M. Ni |
| 2013 | PAKDD | Modeling Social Information Learning among Taxi Drivers. | Siyuan Liu, Ramayya Krishnan, Emma Brunskill, Lionel M. Ni |
| 2013 | PERCOM | Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering. | Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni |
| 2012 | AAMAS | A Dempster-Shafer theory based witness trustworthiness model. | Siyuan Liu, Alex C. Kot, Chunyan Miao, Yin Leng Theng |
| 2012 | ADMA | Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data. | Jiansu Pu, Siyuan Liu, Huamin Qu, Lionel M. Ni |
| 2012 | ICDCS | Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter. | Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni |
| 2012 | ISVC | Visualization of Taxi Drivers' Income and Mobility Intelligence. | Yuan Gao, Panpan Xu, Lu Lu, He Liu, Siyuan Liu, Huamin Qu |
| 2012 | MDM | Calibrating Large Scale Vehicle Trajectory Data. | Siyuan Liu, Ce Liu, Qiong Luo, Lionel M. Ni, Ramayya Krishnan |
| 2011 | ICDM | Mobile Phone Graph Evolution: Findings, Model and Interpretation. | Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni |
| 2011 | VINCI | Visual analysis of people's mobility pattern from mobile phone data. | Jiansu Pu, Panpan Xu, Huamin Qu, Weiwei Cui, Siyuan Liu, Lionel M. Ni |
| 2010 | KDD | Towards mobility-based clustering. | Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Jianping Fan, Minglu Li |
| 2008 | ICNC | Research on the hybrid Fault Diagnosis Approach Based on Artificial Immune Algorithm. | Huifeng Niu, Wanlu Jiang, Siyuan Liu |
| 2008 | ICPADS | GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol. | Siyuan Liu, Lei Li, Yiyang Zhao, Jianping Fan |
| 2008 | ICPADS | UDB: Using Directional Beacons for Localization in Underwater Sensor Networks. | Hanjiang Luo, Yiyang Zhao, Zhongwen Guo, Siyuan Liu, Pengpeng Chen, Lionel M. Ni |
| 2007 | BIBE | Mathematical Models and Optimization Discussion on EA System on AIDS/HIV Spread Estimating and Countermeasures Evaluating. | Siyuan Liu, Chao Liu, Chunzhe Zhao, Yu Liu |
| 2007 | BIBE | An Efficient Modeling and Simulation System on the Kidney Matching, Distribution and Exchange Problems. | Siyuan Liu, Chao Liu, Yu Liu, Chunzhe Zhao |
| 2004 | ICISC | A Block Oriented Fingerprinting Scheme in Relational Database. | Siyuan Liu, Shuhong Wang, Robert H. Deng, Weizhong Shao |