| 2026 | FASE | ForumSeeker: Fusion Retrieval of Online Technical Forums for Effective Troubleshooting. | Youyang Kim, Yaoping Ruan, Young-Kyoon Suh, Liqiang Wang, Byungchul Tak |
| 2025 | APWEB | GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance Enhancement. | Yang Gao, Dongjie Wang, Scott Piersall, Ye Zhang, Liqiang Wang |
| 2025 | CVPR | DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers. | Li Ren, Chen Chen, Liqiang Wang, Kien A. Hua |
| 2025 | ICASSP | Unifying Within and Across: Intra-Modality Multi-View Fusion and Inter-Modality Alignment for Knowledge Graph Completion. | Zhen Li, Jibin Wang, Zhuo Chen, Kun Wu, Meng Ai, Leike An, Liqiang Wang, Haoxuan Li |
| 2025 | ICCV | Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! | Zihang Zou, Boqing Gong, Liqiang Wang |
| 2025 | ICIP | Gop-Level Adaptive Resampling with CNN-based Super Resolution. | Renjie Chang, Liqiang Wang, Xiaozhong Xu, Shan Liu |
| 2025 | IJCNN | Prompt Engineering Techniques for Context-dependent Text-to-SQL in Arabic. | Saleh Almohaimeed, May Alsofyani, Saad Almohaimeed, Mansour Al Ghanim, Liqiang Wang |
| 2025 | SANER | Cross-System Software Log-based Anomaly Detection Using Meta-Learning. | Yuqing Wang, Mika V. Mntyl, Jesse Nyyssl, Ke Ping, Liqiang Wang |
| 2024 | AAAI | Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation. | Li Ren, Chen Chen, Liqiang Wang, Kien A. Hua |
| 2024 | CEC | GAT-SQL: An Advanced Prompt Engineering Approach for Effective Text-to-SQL Interactions. | Saleh Almohaimeed, Saad Almohaimeed, Liqiang Wang |
| 2024 | ICLR | Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning. | Li Ren, Chen Chen, Liqiang Wang, Kien A. Hua |
| 2024 | ICMLA | REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models. | Shenyang Liu, Saleh Almohaimeed, Liqiang Wang |
| 2024 | ICONIP | Multi-scale Spatial Feature Aggregation For Efficient Super Resolution. | XinChao Wang, Hongxiang Li, Xinzhong Sun, Lihong Zhao, Liqiang Wang, Kai Zhang, Xuzhen Hu, Yong Wang, Yuexian Zou |
| 2024 | IJCNN | Democratic Learning: A Distributed Machine Learning Framework with Collaborative Voting and Model Pruning for Privacy and Security. | Mingyang Lv, Hong Zhang, Miao Wang, Liqiang Wang, Peng Wu |
| 2024 | IJCNN | Community-aware graph debiased contrastive representation learning. | Peng Wu, Hong Zhang, Miao Wang, Liqiang Wang, Meng Wang, Mingyang Lv |
| 2024 | SAC | Ar-Spider: Text-to-SQL in Arabic. | Saleh Almohaimeed, Saad Almohaimeed, Mansour Al Ghanim, Liqiang Wang |
| 2023 | CVPR | On Calibrating Semantic Segmentation Models: Analyses and An Algorithm. | Dongdong Wang, Boqing Gong, Liqiang Wang |
| 2023 | ICMLA | SIGMA: A Dataset for Text-to-Code Semantic Parsing with Statistical Analysis. | Saleh Almohaimeed, Shenyang Liu, May Alsofyani, Saad Almohaimeed, Liqiang Wang |
| 2023 | ICPADS | Ensemble Distillation for Out-of-distribution Detection. | Dongdong Wang, Jingyao Xu, Siyang Lu, Xiang Wei, Liqiang Wang |
| 2023 | VCIP | Low-complexity Transform Network Architecture for JPEG AI Image Codec. | Xiang Pan, Ding Ding, Liqiang Wang, Xiaozhong Xu, Shan Liu |
| 2022 | AAAI | CTIN: Robust Contextual Transformer Network for Inertial Navigation. | Bingbing Rao, Ehsan Kazemi, Yifan Ding, Devu M. Shila, Frank M. Tucker, Liqiang Wang |
| 2022 | ECCV | Anti-Neuron Watermarking: Protecting Personal Data Against Unauthorized Neural Networks. | Zihang Zou, Boqing Gong, Liqiang Wang |
| 2022 | PCS | Optimize neural network based in-loop filters through iterative training. | Liqiang Wang, Xiaozhong Xu, Shan Liu |
| 2022 | WACV | Multi-stream dynamic video Summarization. | Mohamed Elfeki, Liqiang Wang, Ali Borji |
| 2022 | UIC | APR-ES: Adaptive Penalty-Reward Based Evolution Strategy for Deep Reinforcement Learning. | Dongdong Wang, Siyang Lu, Xiang Wei, Mingquan Wang, Yandong Li, Liqiang Wang |
| 2021 | AAAI | Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19. | Dongdong Wang, Shunpu Zhang, Liqiang Wang |
| 2021 | CVPR | Ranking Neural Checkpoints. | Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green, Liqiang Wang, Boqing Gong |
| 2021 | ICCV | A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning. | Muhammad Abdullah Jamal, Liqiang Wang, Boqing Gong |
| 2021 | WACV | Analyzing Deep Neural Network's Transferability via Frchet Distance. | Yifan Ding, Liqiang Wang, Boqing Gong |
| 2020 | AAAI | AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning. | Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing |
| 2020 | CVPR | Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective. | Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong |
| 2020 | CVPR | BachGAN: High-Resolution Image Synthesis From Salient Object Layout. | Yandong Li, Yu Cheng, Zhe Gan, Licheng Yu, Liqiang Wang, Jingjing Liu |
| 2020 | CVPR | Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation From a Blackbox Model. | Dongdong Wang, Yandong Li, Liqiang Wang, Boqing Gong |
| 2020 | ECCV | Improving Object Detection with Selective Self-supervised Self-training. | Yandong Li, Di Huang, Danfeng Qin, Liqiang Wang, Boqing Gong |
| 2020 | ICASSP | Self-Supervised Learning for Audio-Visual Speaker Diarization. | Yifan Ding, Yong Xu, Shi-Xiong Zhang, Yahuan Cong, Liqiang Wang |
| 2020 | ICPP | Deep Reinforcement Learning based Elasticity-compatible Heterogeneous Resource Management for Time-critical Computing. | Zixia Liu, Liqiang Wang, Gang Quan |
| 2020 | ICPR | Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization. | Li Ren, Kai Li, Liqiang Wang, Kien A. Hua |
| 2020 | MICCAI | Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN. | Son Nguyen, Dogan Polat, Paniz Karbasi, Daniel Moser, Liqiang Wang, Keith Hulsey, Murat Can obanoglu, Basak E. Dogan, Albert Montillo |
| 2019 | AAAI | Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems. | Ehsan Kazemi, Liqiang Wang |
| 2019 | AAAI | Depthwise Convolution Is All You Need for Learning Multiple Visual Domains. | Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing |
| 2019 | AAAI | Learning to Adaptively Scale Recurrent Neural Networks. | Hao Hu, Liqiang Wang, Guo-Jun Qi |
| 2019 | CVPR | Defending Against Adversarial Attacks Using Random Forest. | Yifan Ding, Liqiang Wang, Huan Zhang, Jinfeng Yi, Deliang Fan, Boqing Gong |
| 2019 | CVPR | AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data. | Liheng Zhang, Guo-Jun Qi, Liqiang Wang, Jiebo Luo |
| 2019 | ICML | NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks. | Yandong Li, Lijun Li, Liqiang Wang, Tong Zhang, Boqing Gong |
| 2019 | PCS | An Efficient Probability Estimation Design for Logarithmic Binary Arithmetic Coding. | Benben Niu, Xiaoran Cao, Liqiang Wang, Ziwei Wei, Quanhe Yu, Jianhua Zheng, Yun He |
| 2019 | PCS | Derived Tree Block Partition for AVS3 Intra Coding. | Liqiang Wang, Xiaoran Cao, Benben Niu, Quanhe Yu, Jianhua Zheng, Yun He |
| 2019 | QRS | A Transfer Learning Based Interpretable User Experience Model on Small Samples. | Qi Yu, Xiaoping Che, Yuxiang Yang, Liqiang Wang |
| 2018 | DASC | Detecting Anomaly in Big Data System Logs Using Convolutional Neural Network. | Siyang Lu, Xiang Wei, Yandong Li, Liqiang Wang |
| 2018 | DASC | FTSGD: An Adaptive Stochastic Gradient Descent Algorithm for Spark MLlib. | Hong Zhang, Zixia Liu, Hai Huang, Liqiang Wang |
| 2018 | DEXA | Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives. | Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo |
| 2018 | ECCV | How Local Is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization. | Yandong Li, Liqiang Wang, Tianbao Yang, Boqing Gong |
| 2018 | IC2E | Tuning Performance of Spark Programs. | Hong Zhang, Zixia Liu, Liqiang Wang |
| 2018 | ICLR | Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect. | Xiang Wei, Boqing Gong, Zixia Liu, Wei Lu, Liqiang Wang |
| 2018 | PCS | Effective Inter Transform Method Based on QTBT Structure for Future Video Coding. | Liqiang Wang, Benben Niu, Yun He |
| 2018 | WACV | A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels. | Yifan Ding, Liqiang Wang, Deliang Fan, Boqing Gong |
| 2017 | AINA | MRSIM: Mitigating Reducer Skew In MapReduce. | Lei Chen, Wei Lu, Xiaoping Che, Weiwei Xing, Liqiang Wang, Yong Yang |
| 2017 | APWEB | Investigating Microstructure Patterns of Enterprise Network in Perspective of Ego Network. | Xiutao Shi, Liqiang Wang, Shijun Liu, Yafang Wang, Li Pan, Lei Wu |
| 2017 | DASC | Optimizing MapReduce Partitioner Using Naive Bayes Classifier. | Lei Chen, Wei Lu, Liqiang Wang, Ergude Bao, Weiwei Xing, Yong Yang, Victor Yuan |
| 2017 | DASC | A Survey of Semantics-Aware Performance Optimization for Data-Intensive Computing. | BingBing Rao, Liqiang Wang |
| 2017 | ICDM | Us and Them: Adversarial Politics on Twitter. | Anna Guimares, Liqiang Wang, Gerhard Weikum |
| 2017 | IJCNN | Link prediction by exploiting network formation games in exchangeable graphs. | Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu |
| 2017 | ICWS | Log-based Abnormal Task Detection and Root Cause Analysis for Spark. | Siyang Lu, BingBing Rao, Xiang Wei, Byung-Chul Tak, Long Wang, Liqiang Wang |
| 2016 | ICWS | An Intelligent QoS Identification for Untrustworthy Web Services via Two-Phase Neural Networks. | Weidong Wang, Liqiang Wang, Wei Lu |
| 2015 | CLUSTER | Detecting Thread-Safety Violations in Hybrid OpenMP/MPI Programs. | Hongyi Ma, Liqiang Wang, Krishanthan Krishnamoorthy |
| 2015 | ICA3PP | A Novel Concurrent Generalized Deadlock Detection Algorithm in Distributed Systems. | Wei Lu, Yong Yang, Liqiang Wang, Weiwei Xing, Xiaoping Che |
| 2015 | ICWS | A Resilient Framework for Fault Handling in Web Service Oriented Systems. | Weidong Wang, Liqiang Wang, Wei Lu |
| 2014 | BigData | Enterprise Relationship Network: Build Foundation for Social Business. | Liqiang Wang, Shijun Liu, Li Pan, Lei Wu, Xiangxu Meng |
| 2014 | ICPP | SMARTH: Enabling Multi-pipeline Data Transfer in HDFS. | Hong Zhang, Liqiang Wang, Hai Huang |
| 2013 | ICCS | A Scalable Parallel LSQR Algorithm for Solving Large-Scale Linear System for Tomographic Problems: A Case Study in Seismic Tomography. | He Huang, John M. Dennis, Liqiang Wang, Po Chen |
| 2013 | ICPP | Symbolic Analysis of Concurrency Errors in OpenMP Programs. | Hongyi Ma, Steve Diersen, Liqiang Wang, Chunhua Liao, Daniel J. Quinlan, Zijiang Yang |
| 2013 | IECON | A new thermal protection approach for permanent magnet synchronous motor. | Simin Jiang, Lijuan Wang, Liqiang Wang, Peng Ye, Zhaoli Hao |
| 2011 | SERVICES | Rapid 3D Seismic Source Inversion Using Windows Azure and Amazon EC2. | Vedaprakash Subramanian, Hongyi Ma, Liqiang Wang, En-Jui Lee, Po Chen |
| 2010 | ATC | Message Race Detection for Web Services by an SMT-Based Analysis. | Mohamed Elwakil, Zijiang Yang, Liqiang Wang, Qichang Chen |
| 2010 | ATVA | CRI: Symbolic Debugger for MCAPI Applications. | Mohamed Elwakil, Zijiang Yang, Liqiang Wang |
| 2010 | CloudCom | Rapid Processing of Synthetic Seismograms Using Windows Azure Cloud. | Vedaprakash Subramanian, Liqiang Wang, En-Jui Lee, Po Chen |
| 2009 | COMPSAC | An Integrated Framework for Checking Concurrency-Related Programming Errors. | Qichang Chen, Liqiang Wang |
| 2009 | COMPSAC | HEAT: An Integrated Static and Dynamic Approach for Thread Escape Analysis. | Qichang Chen, Liqiang Wang, Zijiang Yang |
| 2009 | FASE | HAVE: Detecting Atomicity Violations via Integrated Dynamic and Static Analysis. | Qichang Chen, Liqiang Wang, Zijiang Yang, Scott D. Stoller |
| 2008 | CSCWD | Running smart process based on goals. | Zongmin Shang, Haiyang Wang, Liqiang Wang, Hui Li, Yongquan Dong |
| 2007 | ICCS | A Dataflow-Oriented Atomicity and Provenance System for Pipelined Scientific Workflows. | Liqiang Wang, Shiyong Lu, Xubo Fei, Jeffrey L. Ram |
| 2006 | PPoPP | Accurate and efficient runtime detection of atomicity errors in concurrent programs. | Liqiang Wang, Scott D. Stoller |
| 2005 | PPoPP | Automated type-based analysis of data races and atomicity. | Amit Sasturkar, Rahul Agarwal, Liqiang Wang, Scott D. Stoller |
| 2005 | PPoPP | Static analysis of atomicity for programs with non-blocking synchronization. | Liqiang Wang, Scott D. Stoller |