EigenCrime: An Algorithm for Criminal Network Mining Based on Trusted Computing. - Shujun Cai; Jiangnan Xia; Keyi Sun; Zhen Wang (GreenCom/iThings/CPScom, 2013)

Jiangnan at SemEval-2018 Task 11: Deep Neural Network with Attention Method for Machine Comprehension Task. - Jiangnan Xia (SemEval@NAACL-HLT, 2018)

A Deep Cascade Model for Multi-Document Reading Comprehension. - Ming Yan 008; Jiangnan Xia; Chen Wu 006; Bin Bi; Zhongzhou Zhao; Ji Zhang 011; Luo Si; Rui Wang 005; Wei Wang 225; Haiqing Chen (AAAI, 2019)

Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning. - Jiangnan Xia; Chen Wu 006; Ming Yan 008 (CIKM, 2019)

Incorporating External Knowledge into Machine Reading for Generative Question Answering. - Bin Bi; Chen Wu 006; Ming Yan 008; Wei Wang 225; Jiangnan Xia; Chenliang Li (EMNLP/IJCNLP (1), 2019)

IDST at TREC 2019 Deep Learning Track: Deep Cascade Ranking with Generation-based Document Expansion and Pre-trained Language Modeling. - Ming Yan 008; Chenliang Li; Chen Wu 006; Bin Bi; Wei Wang 225; Jiangnan Xia; Luo Si (TREC, 2019)

Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks. - Bin Bi; Chen Wu 006; Ming Yan 008; Wei Wang 225; Jiangnan Xia; Chenliang Li (AAAI, 2020)

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. - Wei Wang 225; Bin Bi; Ming Yan 008; Chen Wu 006; Jiangnan Xia; Zuyi Bao; Liwei Peng; Luo Si (ICLR, 2020)

Cascade integrator comb filter-aided calibration-free Wavelength Modulation Spectroscopy Tomography. - Jiangnan Xia; Godwin Enemali; Rui Zhang 065; Chang Liu 059 (I2MTC, 2022)

Miniature Modular Sensor for Chemical Species Tomography with Enhanced Spatial Resolution. - Rui Zhang 065; Jiangnan Xia; Hugh McCann; Chang Liu 059; Ihab Ahmed; Mohamed Pourkashanian; Andrew Gough; Ian Armstrong; Michael Lengden; Walter Johnstone (IST, 2023)

Railway Switch Machine Fault Diagnosis Considering Sensor Abnormality Scenarios. - Xiaoxi Hu; Xiaohan Zhang; Zhaorong Wang; Yunbo Chen; Jiangnan Xia; Yawen Du; Yi Li (ITSC, 2023)

What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? - Yan Zeng; Hanbo Zhang; Jiani Zheng; Jiangnan Xia; Guoqiang Wei; Yang Wei; Yuchen Zhang; Tao Kong (CoRR, 2023)

Hybrid Model-Driven Spectroscopic Network for Rapid Retrieval of Turbine Exhaust Temperature. - Yalei Fu; Rui Zhang 065; Jiangnan Xia; Andrew Gough; Stuart Clark; Abhishek Upadhyay; Godwin Enemali; Ian Armstrong; Ihab Ahmed; Mohamed Pourkashanian; Paul Wright 004; Krikor B. Ozanyan; et al. (IEEE Trans. Instrum. Meas., 2023)

MBA-STNet: Bayes-Enhanced Discriminative Multi-Task Learning for Flow Prediction. - Hao Miao 001; Jiaxing Shen; Jiannong Cao 001; Jiangnan Xia; Senzhang Wang (IEEE Trans. Knowl. Data Eng., 2023)

A Spatially Progressive Neural Network for Locally/Globally Prioritized TDLAS Tomography. - Jingjing Si; Gengchen Fu; Xin Liu; Yinbo Cheng; Rui Zhang 065; Jiangnan Xia; Yalei Fu; Godwin Enemali; Chang Liu 059 (IEEE Trans. Ind. Informatics, 2023)

ResGAT: Embedding Adjacent Connectivity of Brain Regions from fMRI for Accurate Parkinson's Disease Recognition. - Shuyang Li; Yu Yang; Yichen Lv; Jiangnan Xia; Xin Wang (ADMA (4), 2024)

STS2ANet: Spatio-Temporal Synchronized Sliding Attention Network for Accurate Cross-Day Origin-Destination Prediction. - Haoli Wang; Jiangnan Xia; Yu Yang 012; Senzhang Wang; Jiannong Cao 001 (DASFAA (1), 2024)

A Portable Data Acquisition System for Online Wavelength Modulation Spectroscopy. - Yikai Xia; Jiangnan Xia; Di Xiao; Yuan Chen; Godwin Enemali; Chang Liu 059 (I2MTC, 2024)

What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? - Yan Zeng; Hanbo Zhang; Jiani Zheng; Jiangnan Xia; Guoqiang Wei; Yang Wei; Yuchen Zhang; Tao Kong; Ruihua Song (NAACL-HLT, 2024)

Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction. - Jiangnan Xia; Senzhang Wang; Xiang Wang 015; Min Xia 001; Kun Xie 001; Jiannong Cao 001 (Int. J. Mach. Learn. Cybern., 2024)

FPGA-Accelerated Distributed Sensing System for Real-Time Industrial Laser Absorption Spectroscopy Tomography at Kilo-Hertz. - Jiangnan Xia; Godwin Enemali; Rui Zhang 065; Yalei Fu; Hugh McCann; Bin Zhou; Chang Liu 059 (IEEE Trans. Ind. Informatics, 2024)

Bayes-Enhanced Multi-View Attention Networks for Robust POI Recommendation. - Jiangnan Xia; Yu Yang 012; Senzhang Wang; Hongzhi Yin; Jiannong Cao 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2024)

FairTP: A Prolonged Fairness Framework for Traffic Prediction. - Jiangnan Xia; Yu Yang 012; Jiaxing Shen; Senzhang Wang; Jiannong Cao 001 (AAAI, 2025)

Bridging the Modality Gap: Advancing Multimodal Human Pose Estimation with Modality-Adaptive Pose Estimator and Novel Benchmark Datasets. - Jiangnan Xia; Zhiyuan Zhang 004; Yanyin Guo; Qilong Wu; Yi Li; Jianghan Cheng; Junwei Li (CVM (3), 2025)

Improving Multimodal Human Pose Estimation by Adversarial Modality Enhancement†. - Jiangnan Xia; Qilong Wu; Yanyin Guo; Yi Li; Jianghan Cheng; Junwei Li; Zhiyuan Zhang (ICASSP, 2025)

Machine Learning-Enhanced Laser Absorption Spectroscopy for Harsh-Environment Combustion Diagnosis. - Yuan Chen; Jiangnan Xia; Rui Zhang 065; Yikai Xia; Minqiu Zhou; Yalei Fu; Ihab Ahmed; Ian Armstrong; Abhishek Upadhyay; Michael Lengden; Walter Johnstone; Paul Wright 004; et al. (IEEE Trans. Instrum. Meas., 2025)

A Spectroscopy-Constraint Network for Fast Thermochemical Process Monitoring Using Wavelength Modulation Spectroscopy. - Jiangnan Xia; Rui Zhang 065; Ihab Ahmed; Mohamed Pourkashanian; Ian Armstrong; Michael Lengden; Walter Johnstone; Hugh McCann; Chang Liu 059 (IEEE Trans. Instrum. Meas., 2025)

TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement. - Yi Li; Zhiyuan Zhang; Jiangnan Xia; Jianghan Cheng; Qilong Wu; Junwei Li; Yibin Tian; Hui Kong (CoRR, 2025)