| 2026 | WCNC | Joint Spectral Estimation and Multi-Level Differential Self-Interference Cancellation for ISAC Systems. | Qianhui Li, Minglei Yang, Jinwei Xu, Jiaqi Tang, Meichi Yu, Nan Liu |
| 2025 | CoopIS | Embedding-Based Ontology Term Recommendation System for FAIR Data Publishing Workflows. | Nan Liu, Mohamed-Anis Koubaa, Andreas Schmidt, Karl-Uwe Stucky, Wolfgang Suess, Veit Hagenmeyer |
| 2025 | EMNLP | MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation. | Weihao Xuan, Rui Yang, Heli Qi, Qingcheng Zeng, Yunze Xiao, Aosong Feng, Dairui Liu, Yun Xing, Junjue Wang, Fan Gao, Jinghui Lu, Yuang Jiang, Huitao Li, Xin Li, Kunyu Yu, Ruihai Dong, Shangding Gu, Yuekang Li, Xiaofei Xie, Felix Juefei-Xu, Foutse Khomh, Osamu Yoshie, Qingyu Chen, Douglas Teodoro, Nan Liu, Randy Goebel, Lei Ma, Edison Marrese-Taylor, Shijian Lu, Yusuke Iwasawa, Yutaka Matsuo, Irene Li |
| 2025 | IC3K | Toolchain for Dataset Description with Contextual Recommendation from Machine-Actionable Data Management Plans. | Mohamed-Anis Koubaa, Nan Liu, Fabia Martens, Andreas Schmidt, Karl-Uwe Stucky, Wolfgang S |
| 2025 | IJCNN | Towards Effective Edge Unlearning: Enhancing Graph Unlearning via Contrastive Learning with Adversarial Example. | Miaolin Xing, Jielong Zhou, Shunmei Meng, Nan Liu, Xuyun Zhang |
| 2025 | KSEM | Research on the Mechanism of Privacy-Enhanced Cross-Institutional Data Sharing. | Xiaoliang Wang, Wei Xiao, Nan Liu, Kaile Xiao, Zhipeng Gao, Yang Yang, Yu Wang |
| 2025 | VTC | An Efficient Low-Complexity Algorithm for MI-Based MIMO ISAC Beamforming Design. | Jin Li, Gui Zhou, Tantao Gong, Nan Liu |
| 2025 | VTC | A Blockchain and Federated Learning Based Cooperative Spectrum Sensing Model for Cognitive Radio Networks. | Zheng Xiandong, Zhiwen Pan, Nan Liu |
| 2025 | VTC | Energy Efficient Design for STAR-RIS-Enabled RSMA-Based Mobile Edge Computing. | Yukun Zha, Nan Liu |
| 2024 | AAIM | On the Existence of Parameterized Algorithms for the Shortest Common Supersequence and Related Problems. | Muzhou Chen, Haitao Jiang, Nan Liu, Lusheng Wang, Binhai Zhu |
| 2024 | ADMA | Disentangled Causal Embedding with Unbiased Knowledge Distillation for Recommendation. | Nan Liu, Shunmei Meng, Xiao Liu, Qianmu Li, Yu Jiang |
| 2024 | ADMA | A Multi-View Framework for Fake News Detection Utilizing Dynamic User Propagation Structures, Temporal Changes, and Personal Attributes. | Nan Liu, Fengli Zhang, Ye Zhu, Ruijing Wang, Chao Tang, Xikai Pei |
| 2024 | CVPR | M&M VTO: Multi-Garment Virtual Try-On and Editing. | Luyang Zhu, Yingwei Li, Nan Liu, Hao Peng, Dawei Yang, Ira Kemelmacher-Shlizerman |
| 2024 | DASFAA | Cascading Graph Convolution Contrastive Learning Networks for Multi-behavior Recommendation. | Nan Liu, Shunmei Meng, Yu Jiang, Qianmu Li, Xiaolong Xu, Lianyong Qi, Xuyun Zhang |
| 2024 | IC3K | FAIRlead: A Conceptual Framework for a Model Driven Software Development Approach in the Field of FAIR Data Management. | Andreas Schmidt, Mohamed Anis Koubaa, Nan Liu, Philipp Schmurr, Karl-Uwe Stucky, Wolfgang S |
| 2024 | ICLR | Evaluating the Efficacy of Federated Scoring Systems with Heterogeneous Electronic Health Records. | Qiming Wu, Siqi Li, Di Miao, Yuqing Shang, Xin Li, Nan Liu |
| 2024 | ICML | Compositional Image Decomposition with Diffusion Models. | Jocelin Su, Nan Liu, Yanbo Wang, Joshua B. Tenenbaum, Yilun Du |
| 2024 | ISIT | Optimal Memory-Rate Tradeoff in Secure Coded Caching for Small Buffer or Small Rate. | Han Fang, Nan Liu, Wei Kang |
| 2024 | ITW | Optimal Memory-Rate Tradeoff for Secure Multi-Access Coded Caching: The Case of Largest Access Number. | Han Fang, Qinyi Lu, Nan Liu, Wei Kang |
| 2024 | ITW | Demand Private Coded Caching: The Two-File Case. | Qinyi Lu, Nan Liu, Wei Kang |
| 2024 | ITW | On Verifying Entropic Vectors with Distributions Generated by Neural Networks. | Shuhao Zhang, Nan Liu, Wei Kang, Haim H. Permuter |
| 2024 | PIMRC | Beamforming design for RIS-aided MIMO ISAC Systems based on Mutual Information. | Jin Li, Gui Zhou, Tantao Gong, Nan Liu |
| 2024 | VTC | A Hybrid GAN-Based Outage Detection Algorithm for Wireless Networks. | Liyuan Mao, Wang Qi, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2024 | VTC | Deep Reinforcement Learning Based Dynamic Resource Slicing for eMBB and URLLC Traffic Considering Puncturing. | Wenqi Zhang, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2024 | SiggraphA | Fashion-VDM: Video Diffusion Model for Virtual Try-On. | Johanna Suvi Karras, Yingwei Li, Nan Liu, Luyang Zhu, Innfarn Yoo, Andreas Lugmayr, Chris Lee, Ira Kemelmacher-Shlizerman |
| 2023 | HealthCom | A New Approximation Algorithm for Genomic Scaffold Filling Based on Contig. | Yongqi Zhu, Nan Liu, Qing Yang |
| 2023 | ICCV | Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models. | Nan Liu, Yilun Du, Shuang Li, Joshua B. Tenenbaum, Antonio Torralba |
| 2023 | ICPADS | Knowledge-aware Multi-view Cross Learning for Edge-based Collaborative Recommendation. | Yang Dai, Shunmei Meng, Huanhuan Gu, Nan Liu, Longchuan Tu |
| 2023 | ISIT | The Capacity of Oblivious Transfer with Replicated Databases and Binary Erasure Multiple Access Channel. | Tianyou Pei, Wei Kang, Nan Liu |
| 2023 | ISNCC | Coded Caching in Request-robust D2D Communication Networks. | Wuqu Wang, Nan Liu, Wei Kang |
| 2023 | ISNCC | The Closure of the Entropy Region is Not Closed Under Polymatroid Duality for Four Discrete Random Variables. | Jiahong Wu, Nan Liu, Wei Kang |
| 2022 | ACL | FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework. | Santiago Castro, Ruoyao Wang, Pingxuan Huang, Ian Stewart, Oana Ignat, Nan Liu, Jonathan C. Stroud, Rada Mihalcea |
| 2022 | AMIA | A Novel Interpretable Machine Learning System to Generate Clinical Risk Scores: An Application for Predicting Early Mortality or Unplanned Readmission in A Retrospective Cohort Study. | Yilin Ning, Siqi Li, Marcus Eng Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu |
| 2022 | AMIA | AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes. | Seyed Ehsan Saffari, Yilin Ning, Feng Xie, Bibhas Chakraborty, Victor Volovici, Roger Vaughan, Marcus Eng Hock Ong, Nan Liu |
| 2022 | AMIA | Benchmarking Emergency Department Triage Prediction Models with Machine Learning and Large Public Electronic Health Records. | Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu |
| 2022 | CoDIT | A Novel Attempt of Barrier Function to the Safety of Caputo's fractional-order systems. | Zheren Zhu, Nan Liu, Xinmin Zhang, Zhihuan Song, Yi Chai |
| 2022 | ECCV | Compositional Visual Generation with Composable Diffusion Models. | Nan Liu, Shuang Li, Yilun Du, Antonio Torralba, Joshua B. Tenenbaum |
| 2022 | ECCV | Towards Comprehensive Representation Enhancement in Semantics-Guided Self-supervised Monocular Depth Estimation. | Jingyuan Ma, Xiangyu Lei, Nan Liu, Xian Zhao, Shiliang Pu |
| 2022 | TrustCom | An Efficient Epsilon Selection Method for DP-ERM with Expected Accuracy Constraints. | Yuzhe Li, Bo Li, Weiping Wang, Nan Liu |
| 2021 | AMIA | Development and Validation of a Survival Score for the Emergency Department in Singapore. | Feng Xie, Bibhas Chakraborty, Nan Liu, Marcus Eng Hock Ong |
| 2021 | HCI | Research on In-Vehicle Haptic Interactions as Crucial Resources for Driver Perceptions. | Xin Xin, Yiji Wang, Nan Liu, Wenmin Yang, Hang Dong, Wei Liu |
| 2021 | ICA3PP | Ferproof: A Constant Cost Range Proof Suitable for Floating-Point Numbers. | Yicong Li, Kuanjiu Zhou, Lin Xu, Meiying Wang, Nan Liu |
| 2021 | ICIP | Sensor Adversarial Traits: Analyzing Robustness of 3D Object Detection Sensor Fusion Models. | Won Park, Nan Liu, Qi Alfred Chen, Z. Morley Mao |
| 2021 | IGARSS | Squint Video SAR by Exploiting Frequency Dispersion of Wideband Phased Array. | Nan Liu, Yuanyuan Chen, Xuyang Wu, Linrang Zhang |
| 2021 | TrustCom | Just Keep Your Concerns Private: Guaranteeing Heterogeneous Privacy and Achieving High Availability for ERM Algorithms. | Yuzhe Li, Yong Liu, Bo Li, Weiping Wang, Nan Liu |
| 2020 | DSAA | Personalized Course Recommendation Based on Eye-Tracking Technology and Deep Learning. | Qi Chen, Xiaomei Yu, Nan Liu, Xiaoning Yuan, Zhaojie Wang |
| 2020 | HCI | Research on the Influence of Emotional Valence and Road Environment Monotony on Driving Behavior. | Siyao Lu, Xin Xin, Nan Liu, Yiji Wang, Yanrui Qu |
| 2020 | ISIT | The Capacity of Private Information Retrieval Under Arbitrary Collusion Patterns. | Xinyu Yao, Nan Liu, Wei Kang |
| 2019 | AMIA | Serial Heart Rate Variability Measures for Risk Prediction of Septic Patients in the Emergency Department. | Calvin Chiew, Han Wang, Marcus Eng Hock Ong, Ting Hway Wong, Zhixiong Koh, Nan Liu, Mengling Feng |
| 2019 | IGARSS | Integration of Communication and Sar Radar Based on Ofdm with Channel Estimation in High Speed Scenario. | Gaogao Liu, Haonan Niu, Minhua Zheng, Dan Bao, Jingjing Cai, Guodong Qin, Bin Wu, Peng Li, Nan Liu |
| 2019 | IGARSS | A Method for Estimating Leaf Area Index From Landsat Data Based On Dart Model And Gaussian Process. | Nan Liu, Zhiqiang Xiao, Hanyu Shi, Xuchen Zhan |
| 2019 | ISIT | The Capacity of Multi-round Private Information Retrieval from Byzantine Databases. | Xinyu Yao, Nan Liu, Wei Kang |
| 2018 | ICASSP | Angle Dependent Match Filter Design for Circulating Code. | Shengyuan Li, Linrang Zhang, Nan Liu, Shiyang Tang |
| 2018 | ISIT | Coded Caching with Heterogeneous Cache Sizes and Link Qualities: The Two-User Case. | Daming Cao, Deyao Zhang, Pengyao Chen, Nan Liu, Wei Kang, Deniz Gndz |
| 2018 | ITW | An Upper bound on the Error Exponent in Lossless Source Coding with a Helper. | Wei Kang, Nan Liu |
| 2018 | ITW | Coded Cache Placement for Heterogeneous Cache Sizes. | Deyao Zhang, Nan Liu |
| 2017 | COCOON | Improved Approximation Algorithm for the Maximum Base Pair Stackings Problem in RNA Secondary Structures Prediction. | Aizhong Zhou, Haitao Jiang, Jiong Guo, Haodi Feng, Nan Liu, Binhai Zhu |
| 2017 | DSAA | Leveraging on Predictive Analytics to Manage Clinic No Show and Improve Accessibility of Care. | Guanhua Lee, Sijia Wang, Fransiscus Dipuro, Jue Hou, Priyanka Grover, Lian Leng Low, Nan Liu, Chui Yee Loke |
| 2017 | ISIT | An upper bound on the sum capacity of the downlink multicell processing with finite backhaul capacity. | Tianyu Yang, Nan Liu, Wei Kang, Shlomo Shamai Shitz |
| 2017 | WCNC | Cache-Enabled Base Station Cooperation for Heterogeneous Cellular Network with Dependence. | Sufeng Kuang, Nan Liu |
| 2016 | COCOA | A Polynomial Time Solution for Permutation Scaffold Filling. | Nan Liu, Peng Zou, Binhai Zhu |
| 2016 | DATE | Low normalized energy derivation asynchronous circuit synthesis flow through fork-join slack matching for cryptographic applications. | Nan Liu, Kwen-Siong Chong, Weng-Geng Ho, Bah-Hwee Gwee, Joseph Sylvester Chang |
| 2016 | IGARSS | A novel approach for highly squinted beam steering SAR data focusing. | Shiyang Tang, Ping Guo, Yu Zhou, Nan Liu, Linrang Zhang, Gao-gao Liu, Yan Zhang |
| 2016 | ISCAS | High performance low overhead template-based Cell-Interleave Pipeline (TCIP) for asynchronous-logic QDI circuits. | Weng-Geng Ho, Nan Liu, Kyaw Zwa Lwin Ne, Kwen-Siong Chong, Bah-Hwee Gwee, Joseph Sylvester Chang |
| 2016 | IGARSS | Accurate range model based on equivalent midpoint for geosynchronous SAR. | Ping Guo, Shiyang Tang, Nan Liu, Yu Zhou, Linrang Zhang, Gaogao Liu, Yan Zhang |
| 2016 | IGARSS | Echo correlation analysis of targets with dominant scatterers in diversity MIMO radar. | Jieyi Liu, Linrang Zhang, Shanshan Zhao, Nan Liu, Juan Zhang |
| 2016 | IGARSS | Range-angle dependent detection for FDA-MIMO radar. | Shengyuan Li, Linrang Zhang, Nan Liu, Shiyang Tang, Shanshan Zhao |
| 2016 | PIMRC | Energy-efficient data transmission with non-FIFO packets. | Qing Zhou, Nan Liu |
| 2016 | VTC | Virtualization Framework and VCG Based Resource Block Allocation Scheme for LTE Virtualization. | Lvyang Gao, Pei Li, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2016 | VTC | Energy Minimization via BS Selection and Beamforming for Cloud-RAN under Finite Fronthaul Capacity Constraints. | Sufeng Kuang, Nan Liu |
| 2016 | VTC | Minimum Energy Consumption with Interference through User Association in Macro-Relay Network. | Jie Li, Nan Liu |
| 2016 | VTC | An Improved TCM-Based Approach for Cell Outage Detection for Self-Healing in LTE HetNets. | Jijuan Wang, Nhu Quan Phan, Zhiwen Pan, Nan Liu, Xiaohu You, Tianle Deng |
| 2016 | VTC | Energy-Efficient Data Transmission with a Non-FIFO Packet. | Qing Zhou, Nan Liu |
| 2016 | VTC | Joint Power and Resource Allocation for Non-Uniform Topologies in Heterogeneous Networks. | Shangzhang Zou, Nan Liu, Zhiwen Pan, Xiaohu You |
| 2015 | GLOBECOM | Energy Efficiency Optimization for MIMO Distributed Antenna Systems. | Hong Ren, Nan Liu, Cunhua Pan, Chunlong He |
| 2015 | IJCNN | Deep Self-Organizing Map for visual classification. | Nan Liu, Jinjun Wang, Yihong Gong |
| 2015 | ISCAS | Effects of two new features of approximate entropy and sample entropy on cardiac arrest prediction. | Yumeng Gao, Zhiping Lin, Tongtong Zhang, Nan Liu, Tianchi Liu, Wee Ser, Zhixiong Koh, Marcus Eng Hock Ong |
| 2015 | ISIT | A permutation-based code for the wiretap channel. | Wei Kang, Nan Liu |
| 2015 | ISIT | The multiple access diamond channel with caching relays. | Nan Liu, Wei Kang |
| 2015 | ISKE | Suitability of Real-Time Image under Complicated Environment Based on Contourlet in SMN. | Lu Yu, Yongmei Cheng, Xialei Liu, Nan Liu |
| 2015 | PIMRC | User association for minimum energy consumption with macro-relay interference. | Jie Li, Nan Liu |
| 2015 | VTC | Dynamic Pico Switch On/Off Algorithm for Energy Saving in Heterogeneous Networks. | Zhe Jin, Zhiwen Pan, Nan Liu, Wanlin Li, Jiang Wu, Tianle Deng |
| 2015 | WCNC | An improved graph coloring based small cell discovery scheme in LTE hyper-dense networks. | Shuai Peng, En Tong, Huilin Jiang, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2014 | GLOBECOM | Improved MPSO based eICIC algorithm for LTE-a ultra dense HetNets. | Huilin Jiang, Pei Li, Zhihang Li, En Tong, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2014 | ISIT | Authentication with side information. | Wei Kang, Daming Cao, Nan Liu |
| 2014 | ISIT | A new achievability scheme for downlink multicell processing with finite backhaul capacity. | Nan Liu, Wei Kang |
| 2013 | CIS | An Approximation Scheme for RNA Folding Structure Prediction Including Pseudoknots. | Zhendong Liu, Daming Zhu, Wei Cui, Nan Liu |
| 2013 | COCOON | An Improved Approximation Algorithm for Scaffold Filling to Maximize the Common Adjacencies. | Nan Liu, Haitao Jiang, Daming Zhu, Binhai Zhu |
| 2013 | ICIG | TV Commercial Categorization Based on Sparse Visual Bag of Words. | Zhenfeng Zhu, Nan Liu, Yao Zhao |
| 2013 | IECON | A study of designing a universal inductive charger for Electric Vehicles. | Nan Liu, Thomas G. Habetler |
| 2013 | ISIT | The Ahlswede-Han conjecture on channel with coded side information at the decoder. | Wei Kang, Nan Liu |
| 2013 | ISIT | A new outer bound on the capacity region of a class of Z-interference channels. | Nan Liu, Wei Kang |
| 2013 | VTC | Carrier Aggregation Based Interference Coordination for LTE-A Macro-Pico HetNet. | Huilin Jiang, Hao Wang, Wenxiang Zhu, Zhihang Li, Zhiwen Pan, Nan Liu, Xiaohu You, Li Yang |
| 2013 | WCNC | Total energy minimization through dynamic station-user connection in macro-relay network. | Xin Li, Hao Wang, Chao Meng, Xinyu Wang, Nan Liu, Xiaohu You |
| 2013 | TAMC | The Algorithm for the Two-Sided Scaffold Filling Problem. | Nan Liu, Daming Zhu |
| 2012 | PIMRC | Joint MUD exploitation and ICI mitigation based scheduling with limited base station cooperation. | Hao Wang, Nan Liu, Zhihang Li, Zhiwen Pan, Xiaohu You |
| 2012 | VTC | Dynamic Load Balancing in 3GPP LTE Multi-Cell Fractional Frequency Reuse Networks. | Zhihang Li, Hao Wang, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2012 | VTC | A Novel Opportunistic Scheduling Algorithm in Coordinated Multi-Point Transmission Scenario. | Hao Wang, Zhihang Li, Nan Liu, Zhiwen Pan, Xiaohu You |
| 2011 | GLOBECOM | QoS Guaranteed Call Admission Control with Opportunistic Scheduling. | Hao Wang, Lianghui Ding, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2011 | ISIT | The Gaussian multiple access diamond channel. | Wei Kang, Nan Liu |
| 2011 | ISIT | The secrecy capacity region of a special class of multiple access channels. | Nan Liu, Wei Kang |
| 2011 | TrustCom | A Block Gathering Based on Mobile Web Page Segmentation Algorithm. | Libing Wu, Yalin Ke, Yanxiang He, Nan Liu |
| 2010 | ITW | Wiretap channel with shared key. | Wei Kang, Nan Liu |
| 2010 | IWCMC | Dynamic load balancing and throughput optimization in 3GPP LTE networks. | Hao Wang, Lianghui Ding, Ping Wu, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2009 | ISIT | The secrecy capacity of the semi-deterministic broadcast channel. | Wei Kang, Nan Liu |
| 2009 | ISIT | Bounds and capacity results for the cognitive Z-interference channel. | Nan Liu, Ivana Maric, Andrea Goldsmith, Shlomo Shamai |
| 2008 | IJCNN | Feature selection in frequency domain and its application to face recognition. | Nan Liu, Han Wang |
| 2008 | ISIT | Superposition encoding and partial decoding is optimal for a class of Z-interference channels. | Nan Liu, Andrea Goldsmith |
| 2007 | CEC | Extraction of hybrid trace features with evolutionary computation for face recognition. | Nan Liu, Han Wang |
| 2007 | SMC | Classification of transformed face images with majority voting. | Nan Liu, Han Wang |
| 2007 | WWW | A link classification based approach to website topic hierarchy generation. | Nan Liu, Christopher C. Yang |
| 2006 | ICARCV | Face Recognition with Weighted Kernel Principal Component Analysis. | Nan Liu, Han Wang, Wei-Yun Yau |
| 2006 | ICPR | Feature Extraction with Genetic Algorithms Based Nonlinear Principal Component Analysis for Face Recognition. | Nan Liu, Han Wang |
| 2006 | ISI | Analyzing the Terrorist Social Networks with Visualization Tools. | Christopher C. Yang, Nan Liu, Marc Sageman |
| 2006 | ISIT | Optimal Distortion-Power Tradeoffs in Gaussian Sensor Networks. | Nan Liu, Sennur Ulukus |
| 2006 | SIGIR | Measuring similarity of semi-structured documents with context weights. | Christopher C. Yang, Nan Liu |
| 2005 | CIKM | Extracting a website's content structure from its link structure. | Nan Liu, Christopher C. Yang |
| 2005 | IGARSS | The study of obtaining temperature van of SST image. | Feng Zhang, Ren-yi Liu, Nan Liu |
| 2005 | SMC | Feature extraction using evolutionary weighted principal component analysis. | Nan Liu, Han Wang |
| 2005 | WWW | Mining web site's topic hierarchy. | Nan Liu, Christopher C. Yang |
| 2004 | GLOBECOM | On the capacity region of the Gaussian Z-channel. | Nan Liu, Sennur Ulukus |