A novel active learning method based on the anisotropic kernel density estimation for global metamodeling in support of engineering design - Jiaxing Wang; Wei Zhao; Xiaoping Wang; Yangyang Chen; Xueyan Li (Commun. Nonlinear Sci. Numer. Simul., 2025)

A swarm model with constraint coordination mechanism for unmanned aerial vehicle swarm formation maintenance in dense environments - Hui Xiong; Xiuzhi Shi; Jinzhen Liu; Yimei Chen; Jiaxing Wang (Ind. Robot, 2025)

Leveraging Internet-Sourced Text Data for Financial Analytics in Supply Chain Finance: A Large Language Model-Enhanced Text Mining Workflow - Jiaxing Wang; Guoquan Liu; Yang Cheng; Xiaobo Xu; Zhongyun Li (IEEE Trans. Engineering Management, 2025)

Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation - Guoqiang Gong; Jiaxing Wang; Jin Xu; Deping Xiang; Zicheng Zhang; Leqi Shen; Yifeng Zhang; JunhuaShu JunhuaShu; ZhaolongXing ZhaolongXing; Zhen Chen; Pengzhang Liu; Ke Zhang (Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

Location is All You Need: Efficient Lithographic Hotspot Detection Using Only Polygon Locations - Yujia Wang; Jiaxing Wang; Dan Feng; Yuzhe Ma; Kang Liu (Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, 2025)

Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models - Tongxuan Liu; Wenjiang Xu; Weizhe Huang; Yuting Zeng; Jiaxing Wang; Xingyu Wang; Hailong Yang; Jing Li (Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025)

RLHGNN: Reinforcement Learning-driven Heterogeneous Graph Neural Network for Next Activity Prediction in Business Processes - Jiaxing Wang; Yifeng Yu; Jiahan Song; Bin Cao; Jing Fan; Ji Zhang (CoRR, 2025)

The Primacy of Magnitude in Low-Rank Adaptation - Zicheng Zhang; Haoran Li; Yifeng Zhang; Guoqiang Gong; Jiaxing Wang; Pengzhang Liu; Qixia Jiang; Junxing Hu (CoRR, 2025)

LSTM-CRP: Algorithm-Hardware Co-Design and Implementation of Cache Replacement Policy Using Long Short-Term Memory - Yizhou Wang; Yishuo Meng; Jiaxing Wang; Chen Yang (Big Data Cogn. Comput., 2024)

Retail Demand Forecasting Using Spatial-Temporal Gradient Boosting Methods - Jiaxing Wang; Woon Kian Chong; Junyi Lin; Carl Philip T. Hedenstierna (J. Comput. Inf. Syst., 2024)

Feature subset selection algorithm based on symmetric uncertainty and interaction factor - Xiangyuan Gu; Jianguo Chen; Guoqiang Wu; Kun Wang; Jiaxing Wang (Multim. Tools Appl., 2024)

Proximal Policy Optimization With Time-Varying Muscle Synergy for the Control of an Upper Limb Musculoskeletal System - Rong Liu; Jiaxing Wang; Yaru Chen; Yin Liu; Yongxuan Wang; Jason Gu (IEEE Trans Autom. Sci. Eng., 2024)

Patch-Aware Sample Selection for Efficient Masked Image Modeling - Zhengyang Zhuge; Jiaxing Wang; Yong Li; Yongjun Bao; Peisong Wang; Jian Cheng (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval - Zhirui Kuai; Zuxu Chen; Huimu Wang; Mingming Li; Dadong Miao; Binbin Wang; Xusong Chen; Li Kuang; Yuxing Han; Jiaxing Wang; Guoyu Tang; Lin Liu; et al. (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024 - Industry Track, Miami, Florida, USA, November 12-16, 2024, 2024)

Robust Adaptive Dynamic Programming for Dual-Redundant Actuation Systems in Aircrafts - Jiaxing Wang; Yue Guo; Weiguo Xia (European Control Conference, ECC 2024, Stockholm, Sweden, June 25-28, 2024, 2024)

Research on Key Techniques of Dexterous Movement of Continuum Robots: A Review - Tingting Su; Xu Liang; Wendong Xiao; Guotao Li; Shoulie Xie; Jiaxing Wang; Haojian Zhang (International Conference on Advanced Robotics and Mechatronics, ICARM 2024, Tokyo, Japan, July 8-10, 2024, 2024)

LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System - Yan Zhao; Zhongyun Li; Yushan Pan; Jiaxing Wang; Zhiman Zhang; Yihong Wang (22nd IEEE International Conference on Industrial Informatics, INDIN 2024, Beijing, China, August 18-20, 2024, 2024)

Interleaved Dielectric-Metal Plasmonic Grating Polarizer - Yao Cui; Yipeng Ji; Jonas Kapraun; Chih-Chiang Shen; Jiaxing Wang; Connie J. Chang-Hasnain (Optical Fiber Communications Conference and Exhibition, OFC 2024, San Diego, CA, USA, March 24-28, 2024, 2024)

Enhanced Recurrent Neural Network Equalization based on Hidden Feature Extraction Learning for Optical Interconnect - Chuanchuan Yang; Yunfeng Gao; Jiaxing Wang; Hongbin Li; Constance J. Chang-Hasnain (Optical Fiber Communications Conference and Exhibition, OFC 2024, San Diego, CA, USA, March 24-28, 2024, 2024)

OCGATL: One-Class Graph Attention Networks with Transformation Learning for Anomaly Detection for Argo Data - Yongguo Jiang; Hua Liu; Jiaxing Wang; GuangDa Zhai (Spatial Data and Intelligence - 5th China Conference, SpatialDI 2024, Nanjing, China, April 25-27, 2024, Proceedings, 2024)

GANCQR: Estimating Prediction Intervals for Individual Treatment Effects with GANs - Jiaxing Wang; Hong Wan; Xi Chen (Winter Simulation Conference, WSC 2024, Orlando, FL, USA, December 15-18, 2024, 2024)

LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System - Yan Zhao; Zhongyun Li; Yushan Pan; Jiaxing Wang; Yihong Wang (CoRR, 2024)

Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval - Zhirui Kuai; Zuxu Chen; Huimu Wang; Mingming Li; Dadong Miao; Binbin Wang; Xusong Chen; Li Kuang; Yuxing Han; Jiaxing Wang; Guoyu Tang; Lin Liu; et al. (CoRR, 2024)

Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models - Tongxuan Liu; Wenjiang Xu; Weizhe Huang; Xingyu Wang; Jiaxing Wang; Hailong Yang; Jing Li (CoRR, 2024)

GPR Full-Waveform Inversion through Adaptive Filtering of Model Parameters and Gradients Using CNN - Peng Jiang; Kun Wang; Jiaxing Wang; Zeliang Feng; Shengjie Qiao; Runhuai Deng; Fengkai Zhang (CoRR, 2024)

Online training data acquisition for federated learning in cloud-edge networks - Konglin Zhu; Wentao Chen; Lei Jiao; Jiaxing Wang; Yuyang Peng; Lin Zhang (Comput. Networks, 2023)

An Adaptive Hybrid Model for Wind Power Prediction Based on the IVMD-FE-Ad-Informer - Yuqian Tian; Dazhi Wang; Guolin Zhou; Jiaxing Wang; Shuming Zhao; Yongliang Ni (Entropy, 2023)

A Cerebellum-Inspired Spiking Neural Model With Adapting Rate Neurons - Yin Liu; Rong Liu; Jiaxing Wang; Wenqian Chen; Yongxuan Wang; Changkai Sun (IEEE Trans. Cogn. Dev. Syst., 2023)

ECBC: Efficient Convolution via Blocked Columnizing - Tianli Zhao; Qinghao Hu; Xiangyu He; Weixiang Xu; Jiaxing Wang; Cong Leng; Jian Cheng (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Closed-loop Operation and Maintenance Architecture based on Digital Twin for Electric Power Communication Networks - Yongjie Li; Yuqi Zhang; Yujing Zhao; Jizhao Lu; Jiaxing Wang; Peng Lin (IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB 2023, Beijing, China, June 14-16, 2023, 2023)

"\"Not to Show Off but to Express Love for Life\": Management and Presentation of Older Square Dancing Groups via WeChat and Video Communities in China" - Yuting Diao; Zhicong Lu; Qi Lu; Guanhong Liu; Jiaxing Wang; Yuanling Feng; Jihong Jeung (Proceedings of the Eleventh International Symposium of Chinese CHI, CCHI 2023, Denpasar, Bali, Indonesia, November 13-16, 2023, 2023)

DynaMS: Dyanmic Margin Selection for Efficient Deep Learning - Jiaxing Wang; Yong Li; Jingwei Zhuo; Xupeng Shi; Weizhong Zhang; Lixing Gong; Tong Tao; Pengzhang Liu; Yongjun Bao; Weipeng Yan (The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023)

AN Edge-to-Edge Collaborative Approach for AI Tasks in LEO Networks - Jiaxing Wang; Fei Zhang; Xiaoming Wang; Xianbin Li; Min Tang (8th IEEE International Conference on Network Intelligence and Digital Content, IC-NIDC 2023, Beijing, China, November 3-5, 2023, 2023)

Personalized recognition of wake/sleep state based on the combined shapelets and K-means algorithm - Duyan Geng; Zhaoxu Qin; Jiaxing Wang; Zeyu Gao; Ning Zhao (Biomed. Signal Process. Control., 2022)

PQ-Diff: A Business Process Difference Detection and Interpretation Method based on the Common Key Structure - Jiaxing Wang; Ying Zhao; Wuyuan Zhou; Xusheng Yang (IEEE International Conference on Services Computing, SCC 2022, Barcelona, Spain, July 10-16, 2022, 2022)

DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy - Anda Cheng; Jiaxing Wang; Xi Sheryl Zhang; Qiang Chen; Peisong Wang; Jian Cheng (Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, 2022)

Multi-granularity Pruning for Model Acceleration on Mobile Devices - Tianli Zhao; Xi Sheryl Zhang; Wentao Zhu; Jiaxing Wang; Sen Yang; Ji Liu; Jian Cheng (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XI, 2022)

A More Efficient Approach for Pedestrian Attribute Recognition - Yang Hu; Jiaxing Wang; Qing Tian; Genxun Wan; Weichen Sun; Ning Wang (IEEE International Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022, 2022)

Receiving Technologies based on Molecular-Concentration Shift Keying - Xin Liu; Jiaxing Wang; Hao Tong; Zhimin Zheng; Chuwen Lan; Xiuquan Qiao; Zehua Gao (IEEE/CIC International Conference on Communications in China, ICCC 2022, Sanshui, Foshan, China, August 11-13, 2022, 2022)

Distributed Mimic Judgment Algorithm based on Multi-Strategy Decentralization Model - Yu Song; He Sun; Jiaxing Wang; Wenhe Liu; Jianhui Zhang (Proceedings of the 7th International Conference on Cyber Security and Information Engineering, ICCSIE 2022, Brisbane, QLD, Australia, September 23-25, 2022, 2022)

Large scale LTE-V2X Test Attempt via Real Deployment - Jiaxing Wang; Tuo Ying; Konglin Zhu; Lin Zhang; Fei Zhang; Yizhi Wang (25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022, 2022)

288 Gb/s 850 nm VCSEL-based Interconnect over 100 m MMF based on Feature-enhanced Recurrent Neural Network - Yunfeng Gao; Chuanchuan Yang; Jiaxing Wang; Xin Qin; Haipeng Guo; Xiaoyu Zhang; Chih-Chiang Shen; Hongbin Li; Zhangyuan Chen; Constance J. Chang-Hasnain (Optical Fiber Communications Conference and Exhibition, OFC 2022, San Diego, CA, USA, March 6-10, 2022, 2022)

Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework - Xiaoxiao Xu; Chen Yang; Qian Yu; Zhiwei Fang; Jiaxing Wang; Chaosheng Fan; Yang He; Changping Peng; Zhangang Lin; Jingping Shao (WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022, 2022)

Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework - Xiaoxiao Xu; Chen Yang; Qian Yu; Zhiwei Fang; Jiaxing Wang; Chaosheng Fan; Yang He; Changping Peng; Zhangang Lin; Jingping Shao (CoRR, 2022)

Fault Diagnosis of Bearings Based on Multi-Sensor Information Fusion and 2D Convolutional Neural Network - Jiaxing Wang; Dazhi Wang; Sihan Wang; Wenhui Li; Keling Song (IEEE Access, 2021)

A Bi-Level Multi-Objective Optimization Model for Micro-Circulation Road Networks in the Open Block Area Considering Traffic Pollution and Intersection Delays - Qiuping Wang; Jiaxing Wang (IEEE Access, 2021)

A Data Set Accuracy Weighted Random Forest Algorithm for IoT Fault Detection Based on Edge Computing and Blockchain - Wenbo Zhang; Jiaxing Wang; Guangjie Han; Shuqiang Huang; Yongxin Feng; Lei Shu (IEEE Internet Things J., 2021)

Unsupervised meta-learning for few-shot learning - Hui Xu; Jiaxing Wang; Hao Li; Deqiang Ouyang; Jie Shao (Pattern Recognit., 2021)

Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform - Jiaxing Wang; Mingqiang Yang; Zhongjun Ding; Qinghe Zheng; Deqiang Wang; Kidiyo Kpalma; Jinchang Ren (Sensors, 2021)

Ultimate Impulse Response and Relative Delay of a Pulsated VCSEL Array at 940 nm for Improving ToF Resolution - Cheng-Ting Huang; Wei-Chi Lo; Chih-Hsien Cheng; Jiaxing Wang; Pengfei Qiao; Jipeng Qi; Chih-Chiang Shen; Constance J. Chang-Hasnain; Gong-Ru Lin (European Conference on Optical Communication, ECOC 2021, Bordeaux, France, September 13-16, 2021, 2021)

Inductance Impact on Digital Encoding Performance of 850-nm Multimode VCSELs for 50-Gbps NRZ-OOK Data Link - Jui-Hung Weng; Wei-Chi Lo; Chih-Hsien Cheng; Jiaxing Wang; Pengfei Qiao; Jipeng Qi; Chih-Chiang Shen; Constance J. Chang-Hasnain; Gong-Ru Lin (European Conference on Optical Communication, ECOC 2021, Bordeaux, France, September 13-16, 2021, 2021)

A High Performance and Full Utilization Hardware Implementation of Floating Point Arithmetic Units - Chen Yang; Siwei Xiang; Jiaxing Wang; Liyan Liang (28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021, Dubai, United Arab Emirates, November 28 - Dec. 1, 2021, 2021)

Real-Time Vision-Based Chinese Sign Language Recognition with Pose Estimation and Attention Network - Sirui Cheng; Chaorui Huang; Zhaohui Wang; Jiaxing Wang; Zhen Zeng; Fei Wang; Qichuan Ding (IEEE International Conference on Robotics and Biomimetics, ROBIO 2021, Sanya, China, December 27-31, 2021, 2021)

Architecture Aware Latency Constrained Sparse Neural Networks - Tianli Zhao; Qinghao Hu; Xiangyu He; Weixiang Xu; Jiaxing Wang; Cong Leng; Jian Cheng (CoRR, 2021)

Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices - Tianli Zhao; Xi Sheryl Zhang; Wentao Zhu; Jiaxing Wang; Ji Liu; Jian Cheng (CoRR, 2021)

DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy - Anda Cheng; Jiaxing Wang; Xi Sheryl Zhang; Qiang Chen; Peisong Wang; Jian Cheng (CoRR, 2021)

A Blockchain-Enabled Secure Power Trading Mechanism for Smart Grid Employing Wireless Networks - Ziming Liu; Dazhi Wang; Jiaxing Wang; Xinghua Wang; Hao Li (IEEE Access, 2020)

A Biologically Constrained Cerebellar Model With Reinforcement Learning for Robotic Limb Control - Rong Liu; Qi Zhang; Yaru Chen; Jiaxing Wang; Le Yang (IEEE Access, 2020)

Bayesian Automatic Model Compression - Jiaxing Wang; Haoli Bai; Jiaxiang Wu; Jian Cheng (IEEE J. Sel. Top. Signal Process., 2020)

Unsupervised semantic-based convolutional features aggregation for image retrieval - Xinsheng Wang; Shanmin Pang; Jihua Zhu; Jiaxing Wang; Lin Wang (Multim. Tools Appl., 2020)

Disentangled representation learning and residual GAN for age-invariant face verification - Shuyang Zhao; Jianwu Li; Jiaxing Wang (Pattern Recognit., 2020)

Few-Shot Rolling Bearing Fault Diagnosis with Metric-Based Meta Learning - Sihan Wang; Dazhi Wang; Deshan Kong; Jiaxing Wang; Wenhui Li; Shuai Zhou (Sensors, 2020)

M-NAS: Meta Neural Architecture Search - Jiaxing Wang; Jiaxiang Wu; Haoli Bai; Jian Cheng (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning - Hui Xu; Chong Zhang; Jiaxing Wang; Deqiang Ouyang; Yu Zheng; Jie Shao (Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020)

Revisiting Parameter Sharing for Automatic Neural Channel Number Search - Jiaxing Wang; Haoli Bai; Jiaxiang Wu; Xupeng Shi; Junzhou Huang; Irwin King; Michael R. Lyu; Jian Cheng (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

Co-weighting semantic convolutional features for object retrieval - Jihua Zhu; Jiaxing Wang; Shanmin Pang; Weili Guan; Zhongyu Li; Yaochen Li; Xueming Qian (J. Vis. Commun. Image Represent., 2019)

RaFM: Rank-Aware Factorization Machines - Xiaoshuang Chen; Yin Zheng; Jiaxing Wang; Wenye Ma; Junzhou Huang (Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA, 2019)

RaFM: Rank-Aware Factorization Machines - Xiaoshuang Chen; Yin Zheng; Jiaxing Wang; Wenye Ma; Junzhou Huang (CoRR, 2019)

Semi-supervised Learning with Contrastive Predicative Coding - Jiaxing Wang; Yin Zheng; Xiaoshuang Chen; Junzhou Huang; Jian Cheng (CoRR, 2019)

Building discriminative CNN image representations for object retrieval using the replicator equation - Shanmin Pang; Jihua Zhu; Jiaxing Wang; Vicente Ordonez; Jianru Xue (Pattern Recognit., 2018)

Adaptive Co-Weighting Deep Convolutional Features for Object Retrieval - Jiaxing Wang; Jihua Zhu; Shanmin Pang; Zhongyu Li; Yaochen Li; Xueming Qian (2018 IEEE International Conference on Multimedia and Expo, ICME 2018, San Diego, CA, USA, July 23-27, 2018, 2018)

Adaptive Co-weighting Deep Convolutional Features For Object Retrieval - Jiaxing Wang; Jihua Zhu; Shanmin Pang; Zhongyu Li; Yaochen Li; Xueming Qian (CoRR, 2018)

Networked gesture tracking system based on immersive real-time interaction - Jie Li; Zhelong Wang; Yongmei Jiang; Sen Qiu; Jiaxing Wang; Kai Tang (21st IEEE International Conference on Computer Supported Cooperative Work in Design, CSCWD 2017, Wellington, New Zealand, April 26-28, 2017, 2017)

Study on the attitude of equestrian sport based on body sensor network - Jie Li; Zhelong Wang; Jiaxing Wang; Hongyu Zhao; Sen Qiu; Ming Guo (2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, AB, Canada, October 5-8, 2017, 2017)

A Novel Dynamic Spectrum Access Framework Based on Reinforcement Learning for Cognitive Radio Sensor Networks - Yun Lin; Chao Wang; Jiaxing Wang; Zheng Dou (Sensors, 2016)

Method to Enhance Degraded Image in Dust Environment - Ting Yan; Liejun Wang; Jiaxing Wang (J. Softw., 2014)

Autonomous Vision-Based Safe Area Selection Algorithm for UAV Emergency Forced Landing - Aiying Lu; Wenrui Ding; Jiaxing Wang; Hongguang Li (Information Computing and Applications - Third International Conference, ICICA 2012, Chengde, China, September 14-16, 2012. Proceedings, Part II, 2012)

Improving the Effectiveness of Information Retrieval with Clustering and Fusion - Jian Zhang; Jianfeng Gao; Ming Zhou; Jiaxing Wang (Int. J. Comput. Linguistics Chin. Lang. Process., 2001)