| 2026 | AAAI | TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws. | Nan Hu, Yike Wu, Jiaye Li, Huikang Hu, Guilin Qi, Songlin Zhai, Yongrui Chen, Tianxing Wu, Tongtong Wu, Jiaoyan Chen, Jeff Z. Pan |
| 2026 | ACL | DUET: Joint Exploration of User-Item Profiles in Recommendation System. | Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yifei Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang |
| 2026 | ACL | MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge. | Jie He, Nan Hu, Wanqiu Long, Jiaoyan Chen, Jeff Z. Pan |
| 2026 | CHI | Tracking Together: A Robot-and-App-Based Speech Analysis System to Support Shared Meaning-Making Among Dementia Care Partners. | Long-Jing Hsu, Nan Hu, Alex Foster, Andrew Murphy, Rohith Perumandla, Jennifer Schwabe, Cedomir Stanojevic, Casey C. Bennett, Selma Sabanovic |
| 2026 | EuroSys | Automated End-to-End Model Serving with Cooperative Compilation and Scheduling. | Yikang Zhang, Junlong Chen, Wei Wang, Jia Liu, Nan Hu, Haipeng Dai |
| 2026 | HRI | Generative Encounters with Robin: Design through Adaptation and Appropriation of a Social Robot in Four Eldercare Facilities. | Nan Hu, Selma Sabanovic |
| 2026 | HRI | MERRY: A Community-Based Robot for Enhancing Social Connection of Older Adults. | Renee Ziqi Zhu, Nan Hu, Lihao Zheng, Xinyun Zhang |
| 2025 | AAAI | HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. | Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi |
| 2025 | ACL | Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges. | Hongru Wang, Wenyu Huang, Yufei Wang, Yuanhao Xi, Jianqiao Lu, Huan Zhang, Nan Hu, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong |
| 2025 | ACL | Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs. | Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Hongru Wang, Sheng Bi, Yongrui Chen, Tongtong Wu, Jeff Z. Pan |
| 2025 | DASFAA | Harnessing Diverse Perspectives: A Multi-agent Framework for Enhanced Error Detection in Knowledge Graphs. | Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu |
| 2025 | ICASSP | HyperSDT: HyperNetwork Slide Decision Tree for Interpretable Tabular Learning. | Nan Hu, Xueqiong Li, Jun-Jie Huang, Zhenhua Liang, Shaowu Yang, Ji Wang |
| 2025 | ICASSP | Multi-layer Network Disintegration via Deep Reinforcement Learning. | Zhenhua Liang, Xueqiong Li, Jun-Jie Huang, Nan Hu, Shaowu Yang, Hengzhu Liu |
| 2025 | ICIS | LLMs: Leveling the Field or Amplifying Elitism? | Xu Yang, Nan Hu |
| 2025 | WCNC | Soft Decoders for Various Ambient IoT Receivers in FEC-Miller Concatenated Coding System. | Xiaodong Shen, Rujing Shen, Lei Xia, Lijie Hu, Nan Hu, Haiyu Ding |
| 2024 | ACL | MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. | Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian |
| 2024 | DASFAA | MLDT: Multi-Level Decomposition for Complex Long-Horizon Robotic Task Planning with Open-Source Large Language Model. | Yike Wu, Jiatao Zhang, Nan Hu, Lanling Tang, Guilin Qi, Jun Shao, Jie Ren, Wei Song |
| 2024 | EMNLP | CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering. | Yike Wu, Yi Huang, Nan Hu, Yuncheng Hua, Guilin Qi, Jiaoyan Chen, Jeff Z. Pan |
| 2024 | ESORICS | Breaking Through the Diversity: Encrypted Video Identification Attack Based on QUIC Features. | Nan Hu, Hua Wu, Hangyu Zhao, Shanshan Ni, Guang Cheng |
| 2024 | GLOBECOM | Joint Subband Full Duplex Operation for BS and UE in 6G system. | Nan Hu, Tuo Yang, Yan Li, Ting Ke, Xiaodong Xu |
| 2024 | HPCC | GAA-BD: Graph Adversarial Augmentation-based Social Bot Detection. | Nan Hu, Le Cheng, Botao Wang, Jiwei Xu, Keke Tang, Peican Zhu |
| 2024 | ISPA | SparkTH: NUMA-Aware and I/O-Efficient Spark for ARM-Based Many-Core Supercomputing System. | Nan Hu, Minguang Xiao, Zhiguang Chen, Yutong Lu |
| 2024 | ISSRE | Dynamic Testing for Mobile Privacy Compliance. | Jingyi Lei, Yi Wu, Nan Hu, Junjie Tao, Yin Wang, Haijun Wang, Ming Fan |
| 2024 | NAACL | Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data. | Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang |
| 2023 | EACL | UnifEE: Unified Evidence Extraction for Fact Verification. | Nan Hu, Zirui Wu, Yuxuan Lai, Chen Zhang, Yansong Feng |
| 2023 | EMNLP | Enhancing Structured Evidence Extraction for Fact Verification. | Zirui Wu, Nan Hu, Yansong Feng |
| 2023 | GLOBECOM | J oint Optimization of Digital Beamforming and RF Interference Cancellation for SBFD. | Nan Hu, Yan Li, Hang Long, Congxi Liu, Ting Ke, Fei Wang |
| 2023 | HCI | Optimizing WeChat User Experience for Older Adults in China. | Nan Hu |
| 2023 | ICIS | Customer Cybersecurity and Supplier Cost Management Strategy. | Xu Yang, Peng Liang, Nan Hu, Fujing Xue |
| 2023 | TrustCom | Temporal-Aware Lightweight Visual Tracking Method for Dynamic Traffic Scenes. | Xuming Cen, Nan Hu, Haozhe Wang, Shiyi Liu |
| 2022 | AAAI | DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding. | Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang |
| 2022 | ACL | HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction. | Dongyang Li, Taolin Zhang, Nan Hu, Chengyu Wang, Xiaofeng He |
| 2022 | DASFAA | Improving Core Path Reasoning for the Weakly Supervised Knowledge Base Question Answering. | Nan Hu, Sheng Bi, Guilin Qi, Meng Wang, Yuncheng Hua, Shirong Shen |
| 2022 | GLOBECOM | Artificial Intelligence-Based Spatial Domain Beam Prediction for 5G Beyond. | Jun Zuo, Jiazhen Zhang, Yuhua Cao, Xinfang Chen, Fei Wang, Nan Hu, Xiaodong Xu |
| 2022 | MDM | Modeling Trajectories with Multi-task Learning. | Kaijun Liu, Sijie Ruan, Qianxiong Xu, Cheng Long, Nan Xiao, Nan Hu, Liang Yu, Sinno Jialin Pan |
| 2022 | NAACL | Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables. | Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng |
| 2021 | PADS | Data-driven Microscopic Traffic Modelling and Simulation using Dynamic LSTM. | Htet Naing, Wentong Cai, Nan Hu, Tiantian Wu, Liang Yu |
| 2021 | PAKDD | SaGCN: Structure-Aware Graph Convolution Network for Document-Level Relation Extraction. | Shuangji Yang, Taolin Zhang, Danning Su, Nan Hu, Wei Nong, Xiaofeng He |
| 2021 | WCNC | Deep Learning based Location Prediction with Multiple Features in Communication Network. | Yin Gao, Jiajun Chen, Zhuang Liu, Liang Liu, Nan Hu |
| 2020 | CIKM | Generating Full Spatiotemporal Vehicular Paths: A Data Fusion Approach. | Nan Xiao, Nan Hu, Liang Yu, Cheng Long |
| 2019 | ACML | Convolutional Neural Collaborative Filtering with Stacked Embeddings. | Liu Han, Hailong Wu, Nan Hu, Binbin Qu |
| 2019 | APWEB | DeepDial: Passage Completion on Dialogs. | Nan Hu, Jianyun Zhou, Xiaojun Wan |
| 2019 | ICA3PP | Understanding the Resource Demand Differences of Deep Neural Network Training. | Jiangsu Du, Xin Zhu, Nan Hu, Yunfei Du |
| 2019 | ICANN | An Improved Method of Applying a Machine Translation Model to a Chinese Word Segmentation Task. | Yuekun Wei, Binbin Qu, Nan Hu, Liu Han |
| 2018 | CVPR | Distributable Consistent Multi-Object Matching. | Nan Hu, Qixing Huang, Boris Thibert, Leonidas J. Guibas |
| 2018 | ICCS | Data-Driven Agent-Based Simulation for Pedestrian Capacity Analysis. | Singkuang Tan, Nan Hu, Wentong Cai |
| 2018 | ICIP | Multi-Modal Feature Fusion Network for Ghost Imaging Object Detection. | Nan Hu, Huimin Ma, Chao Le, Xuehui Shao |
| 2018 | NPC | Mimir+: An Optimized Framework of MapReduce on Heterogeneous High-Performance Computing System. | Nan Hu, Zhiguang Chen, Yunfei Du, Yutong Lu |
| 2017 | PIMRC | A dynamic bandwidth and power allocation scheme for cooperative D2D communications. | Zeqian Ye, Qimei Cui, Nan Hu, Fan Yang |
| 2017 | WSC | Surrogate assisted calibration framework for crowd model calibration. | Wenchao Yi, Jinghui Zhong, Singkuang Tan, Wentong Cai, Nan Hu |
| 2015 | ICIP | Fast inter mode decision for HEVC based on transparent composite model. | Nan Hu, En-Hui Yang |
| 2015 | MASS | Self-Adaptive Resource Allocation for Event Monitoring with Uncertainty in Sensor Networks. | Nan Hu, Thomas La Porta, Novella Bartolini |
| 2014 | CSCW | The antecedents of remix. | Giorgos Cheliotis, Nan Hu, Jude Yew, Jianhui Huang |
| 2014 | CVPR | Stable and Informative Spectral Signatures for Graph Matching. | Nan Hu, Raif M. Rustamov, Leonidas J. Guibas |
| 2014 | ICIP | Fast intra mode decision for HEVC based on Transparent Composite Model. | Nan Hu, En-Hui Yang |
| 2014 | IJCNN | Trotting gait planning for a quadruped robot with high payload walking on irregular terrain. | Nan Hu, Dan Huang, Shaoyuan Li, Feng Gao |
| 2013 | CVPR | Graph Matching with Anchor Nodes: A Learning Approach. | Nan Hu, Raif M. Rustamov, Leonidas J. Guibas |
| 2013 | ICIP | Confidence interval based motion estimation. | Nan Hu, En-Hui Yang |
| 2013 | MASS | Resource Allocation with Non-deterministic Demands and Profits. | Nan Hu, Diego Pizzocaro, Matthew P. Johnson, Thomas La Porta, Alun D. Preece |
| 2013 | VRST | A pattern-based modeling framework for simulating human-like pedestrian steering behaviors. | Nan Hu, Michael Harold Lees, Suiping Zhou |
| 2012 | ICASSP | The estimate for DOAs of signals using sparse recovery method. | Dongyang Xu, Nan Hu, Zhongfu Ye, Ming Bao |
| 2012 | WSC | Effective crowd control through adaptive evolution of agent-based simulation models. | Nan Hu, James Decraene, Wentong Cai |
| 2011 | MABS | Validation of Agent-Based Simulation through Human Computation: An Example of Crowd Simulation. | Pengfei Xing, Michael Lees, Nan Hu, Vaisagh Viswanathan T. |
| 2010 | CW | A Computational Model of Situation Awareness for MOUT Simulations. | Shang-Ping Ting, Suiping Zhou, Nan Hu |
| 2008 | GLOBECOM | Call Dropping and Blocking Probability of the Integrated Cellular Ad Hoc Relaying System. | Zhaoji Xu, Nan Hu, Zhiqiang He |
| 2008 | WWW | How to influence my customers?: the impact of electronic market design. | Nan Hu, Ling Liu, Bin Chen, Jialie Shen |
| 2007 | ICASSP | A New Security Model for Secure Thresholding. | Nan Hu, Sen-Ching S. Cheung |
| 2007 | VTC | Multi-Level Zero-Forcing Method for Multiuser Downlink System with Per-Antenna Power Constraint. | Shenfa Liu, Nan Hu, Zhiqiang He, Kai Niu, Weiling Wu |
| 2007 | VTC | Admission Control Algorithm for Real-Time Services in Packet-Switched OFDM Wireless Networks - norm. | Nan Hu, Xinghua Song, Zhiqiang He, Kai Niu, Xiaoxiang Wang, Weiling Wu |
| 2007 | VTC | A Cross-Layer Design for Downlink Scheduling in SDMA Packet Access Networks. | Xinghua Song, Nan Hu, Zhiqiang He, Kai Niu, Xiaoxiang Wang, Weiling Wu |
| 2007 | WCNC | DCT-Based Channel Estimation Method for MIMO-OFDM Systems. | Shaopeng Feng, Nan Hu, Bin Yang, Weiling Wu |
| 2007 | WCNC | A Joint Admission Control and Bandwidth Allocation Scheme for Packet-Switched Wireless Networks. | Nan Hu, Kai Niu, Zhiqiang He, Weiling Wu |
| 2006 | ECCV | Robust Attentive Behavior Detection by Non-linear Head Pose Embedding and Estimation. | Nan Hu, Weimin Huang, Surendra Ranganath |
| 2006 | ICIP | Secure Image Filtering. | Nan Hu, Sen-Ching S. Cheung, Thinh P. Nguyen |
| 2005 | ICIP | Head pose estimation by non-linear embedding and mapping. | Nan Hu, Weimin Huang, Surendra Ranganath |
| 2005 | MMSP | Attentive Behavior Detection by Non-Linear Head Pose Embedding and Mapping. | Nan Hu, Weimin Huang |
| 2003 | ICIS | The Impact of Information Technology Spending on Future Performance. | Mark C. Anderson, Rajiv D. Banker, Nan Hu |