| 2026 | AAAI | MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification. | Zijiang Yang, Hanqing Chao, Bokai Zhao, Yelin Yang, Yunshuo Zhang, Dongmei Fu, Junping Zhang, Le Lu, Ke Yan, Dakai Jin, Minfeng Xu, Yun Bian, Hui Jiang |
| 2026 | FM | ConFixer: Robustness Semantics Based Configuration Bug Fixing for Automated Driving Systems. | Xiaodong Zhang, Songyang Yan, Zijiang Yang |
| 2026 | ICPR | Enhance the After-Discharge Mortality Rate Prediction via Learning from the Medical Notes. | Zijiang Yang |
| 2025 | ICCV | Bridging Local Inductive Bias and Long-Range Dependencies With Pixel-Mamba for End-To-End Whole Slide Image Analysis. | Zhongwei Qiu, Hanqing Chao, Tiancheng Lin, Wanxing Chang, Zijiang Yang, Wenpei Jiao, Yixuan Shen, Yunshuo Zhang, Yelin Yang, Wenbin Liu, Hui Jiang, Yun Bian, Ke Yan, Dakai Jin, Le Lu |
| 2025 | IJCNN | Long-only cryptocurrency portfolio management by ranking the assets: a neural network approach. | Zijiang Yang |
| 2025 | Interspeech | MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge. | Zijiang Yang, Meishu Song, Xin Jing, Haojie Zhang, Kun Qian, Bin Hu, Kota Tamada, Toru Takumi, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2025 | ICRA | Causal Contrastive Learning with Data Augmentations for Imitation-Based Planning. | Haojie Xin, Xiaodong Zhang, Songyang Yan, Jun Sun, Zijiang Yang |
| 2025 | MICCAI | Neural Proteomics Fields for Super-Resolved Spatial Proteomics Prediction. | Bokai Zhao, Weiyang Shi, Hanqing Chao, Zijiang Yang, Yiyang Zhang, Ming Song, Tianzi Jiang |
| 2024 | HCI | Tangible Narrative - An Intelligent Cockpit Design Methodology for Designers to Experience. | Mingyu Li, Danhua Zhao, Zijiang Yang, Tao Wang |
| 2024 | HCI | Exploration of Narrative Design Method and Tool on Intelligent Cockpit Experience Design. | Zhongjie Xue, Danhua Zhao, Zijiang Yang, Tao Wang |
| 2024 | QRS | Integrating Data-Driven and Knowledge-Driven Methodologies for Safety-Critical Scenario Generation in Autonomous Vehicle Validation. | Kunkun Hao, Wen Cui, Lu Liu, Yuxi Pan, Zijiang Yang |
| 2023 | AAAI | DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks. | Zijiang Yang, Zhongwei Qiu, Dongmei Fu |
| 2023 | COMPSAC | Sound Predictive Fuzzing for Multi-threaded Programs. | Yuqi Guo, Zheheng Liang, Shihao Zhu, Jinqiu Wang, Zijiang Yang, Wuqiang Shen, Jinbo Zhang, Yan Cai |
| 2023 | ICASSP | Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. | Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | ICDM | Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. | Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto |
| 2023 | ICSE | Identifying Key Classes for Initial Software Comprehension: Can We Do It Better? | Weifeng Pan, Xin Du, Ming Hua, Dae-Kyoo Kim, Zijiang Yang |
| 2023 | ISSTA | Testing Automated Driving Systems by Breaking Many Laws Efficiently. | Xiaodong Zhang, Wei Zhao, Yang Sun, Jun Sun, Yulong Shen, Xuewen Dong, Zijiang Yang |
| 2022 | HCI | Research on Applicability of Automobile Instruments Character Size. | Zijiang Yang, Peng Liu, Li Liang, Cuiyan Ji, Ruitang Liao, Tao Wang |
| 2022 | HCI | Research on Man-Machine Interface Design Based on Intelligent Vehicle. | Zijiang Yang, Jie Zeng, Xicheng Huang, Yang Lu |
| 2022 | Interspeech | An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. | Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Bjrn W. Schuller |
| 2022 | ICSE | Explanation-Guided Fairness Testing through Genetic Algorithm. | Ming Fan, Wenying Wei, Wuxia Jin, Zijiang Yang, Ting Liu |
| 2022 | IECON | Critical design criterion for inductorless H-bridge driven piezoelectric-transformer-based power supplies. | Zijiang Yang, Jack Forrester, Jonathan N. Davidson, Martin P. Foster, David A. Stone |
| 2021 | ACL | Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL. | Jiaqi Guo, Ziliang Si, Yu Wang, Qian Liu, Ming Fan, Jian-Guang Lou, Zijiang Yang, Ting Liu |
| 2021 | HCI | Supervised Contrastive Learning for Game-Play Frustration Detection from Speech. | Meishu Song, Emilia Parada-Cabaleiro, Shuo Liu, Manuel Milling, Alice Baird, Zijiang Yang, Bjrn W. Schuller |
| 2021 | ICPRAM | SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. | Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2021 | ISoLA | sVerify: Verifying Smart Contracts Through Lazy Annotation and Learning. | Bo Gao, Ling Shi, Jiaying Li, Jialiang Chang, Jun Sun, Zijiang Yang |
| 2020 | CISS | Improving Recommendation Performance with Clustering and Missing Value Prediction. | Chenrui Xiong, Youwu Liu, Zijiang Yang, Eric Liu |
| 2020 | ICPR | Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets. | Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Akita Mitsutoshi, Hiroaki Takahashi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2020 | Interspeech | An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. | Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Bjrn W. Schuller |
| 2020 | Interspeech | Adventitious Respiratory Classification Using Attentive Residual Neural Networks. | Zijiang Yang, Shuo Liu, Meishu Song, Emilia Parada-Cabaleiro, Bjrn W. Schuller |
| 2020 | ISSTA | ObjSim: efficient testing of cyber-physical systems. | Jun Sun, Zijiang Yang |
| 2020 | MSR | From Innovations to Prospects: What Is Hidden Behind Cryptocurrencies? | Ang Jia, Ming Fan, Xi Xu, Di Cui, Wenying Wei, Zijiang Yang, Kai Ye, Ting Liu |
| 2020 | QRS | Early Detection of Smart Ponzi Scheme Contracts Based on Behavior Forest Similarity. | Weisong Sun, Guangyao Xu, Zijiang Yang, Zhenyu Chen |
| 2020 | QRS | A Study on Testing Autonomous Driving Systems. | Xudong Zhang, Yan Cai, Zijiang Yang |
| 2019 | ACII | Audiovisual Analysis for Recognising Frustration during Game-Play: Introducing the Multimodal Game Frustration Database. | Meishu Song, Zijiang Yang, Alice Baird, Emilia Parada-Cabaleiro, Zixing Zhang, Ziping Zhao, Bjrn W. Schuller |
| 2019 | DSAA | A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes. | Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal |
| 2019 | ICDM | Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials. | Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Kei Morohoshi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | ICFEM | sCompile: Critical Path Identification and Analysis for Smart Contracts. | Jialiang Chang, Bo Gao, Hao Xiao, Jun Sun, Yan Cai, Zijiang Yang |
| 2019 | ICMLC | Exploring and Evaluating the Scalability and Eficinecy of Apache Spark Using Educational Datasets. | Jian Zhang, Zijiang Yang, Younes Benslimane |
| 2019 | IJCNN | Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics. | Zijiang Yang, Reda Al-Bahrani, Andrew C. E. Reid, Stefanos Papanikolaou, Surya R. Kalidindi, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | ISSRE | Engineering a Better Fuzzer with Synergically Integrated Optimizations. | Jie Liang, Yuanliang Chen, Mingzhe Wang, Yu Jiang, Zijiang Yang, Chengnian Sun, Xun Jiao, Jiaguang Sun |
| 2019 | ISSTA | Sara: self-replay augmented record and replay for Android in industrial cases. | Jiaqi Guo, Shuyue Li, Jian-Guang Lou, Zijiang Yang, Ting Liu |
| 2019 | KDD | IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery. | Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2018 | AI | Accelerated Gradient and Block-Wise Gradient Methods for Big Data Factorization. | M. Reza Peyghami, Kevin Yang, Shengyuan Chen, Zijiang Yang, Masoud Ataei |
| 2018 | COMPSAC | Test Case Prioritization Based on Method Call Sequences. | Jianlei Chi, Yu Qu, Qinghua Zheng, Zijiang Yang, Wuxia Jin, Di Cui, Ting Liu |
| 2018 | ICMLC | Investigating The Influential Factors On Firefighter Injuries Using Statistical Machine Learning. | Zijiang Yang, Youwu Liu |
| 2018 | ICSE | Automated localization for unreproducible builds. | Zhilei Ren, He Jiang, Jifeng Xuan, Zijiang Yang |
| 2018 | ICST | EdSynth: Synthesizing API Sequences with Conditionals and Loops. | Zijiang Yang, Jinru Hua, Kaiyuan Wang, Sarfraz Khurshid |
| 2017 | BigData | Microblog Sentiment Classification Using Parallel SVM in Apache Spark. | Bo Yan, Zijiang Yang, Yitian Ren, Xing Tan, Eric Liu |
| 2017 | ICSE | What causes my test alarm?: automatic cause analysis for test alarms in system and integration testing. | He Jiang, Xiaochen Li, Zijiang Yang, Jifeng Xuan |
| 2017 | ICST | Automated Testing of Definition-Use Data Flow for Multithreaded Programs. | Xiaodong Zhang, Zijiang Yang, Qinghua Zheng, Pei Liu, Jialiang Chang, Yu Hao, Ting Liu |
| 2017 | ISSRE | Learning from Imbalanced Data for Predicting the Number of Software Defects. | Xiao Yu, Jin Liu, Zijiang Yang, Xiangyang Jia, Qi Ling, Sizhe Ye |
| 2016 | ICSE | A new thread-aware birthmark for plagiarism detection of multithreaded programs. | Zhenzhou Tian, Ting Liu, Qinghua Zheng, Feifei Tong, Ming Fan, Zijiang Yang |
| 2016 | ISSRE | The Impact of Feature Selection on Defect Prediction Performance: An Empirical Comparison. | Zhou Xu, Jin Liu, Zijiang Yang, Gege An, Xiangyang Jia |
| 2015 | BigData | A GPU Based SVM Method with Accelerated Kernel Matrix Calculation. | Bo Yan, Yitian Ren, Zijiang Yang |
| 2015 | ICSE | A Synergistic Analysis Method for Explaining Failed Regression Tests. | Qiuping Yi, Zijiang Yang, Jian Liu, Chen Zhao, Chao Wang |
| 2015 | ICST | Postconditioned Symbolic Execution. | Qiuping Yi, Zijiang Yang, Shengjian Guo, Chao Wang, Jian Liu, Chen Zhao |
| 2014 | COMPSAC | Dynamic Random Testing with Parameter Adjustment. | Zijiang Yang, Bei-Bei Yin, Junpeng Lv, Kai-Yuan Cai, Stephen S. Yau, Jia Yu |
| 2014 | ICSE | Directed test suite augmentation via exploiting program dependency. | Haijun Wang, Xiaohong Guan, Qinghua Zheng, Ting Liu, Chao Shen, Zijiang Yang |
| 2014 | SEKE | Reducing Test Cases with Causality Partitions. | Haijun Wang, Xiaohong Guan, Qinghua Zheng, Ting Liu, Xiangyang Li, Lechen Yu, Zijiang Yang |
| 2013 | DBSEC | Policy Analysis for Administrative Role Based Access Control without Separate Administration. | Ping Yang, Mikhail I. Gofman, Zijiang Yang |
| 2013 | ICPP | Symbolic Analysis of Concurrency Errors in OpenMP Programs. | Hongyi Ma, Steve Diersen, Liqiang Wang, Chunhua Liao, Daniel J. Quinlan, Zijiang Yang |
| 2013 | MMSP | A score level fusion framework for gait-based human recognition. | Yuanyuan Zhang, Shuming Jiang, Zijiang Yang, Yanqing Zhao, Tingting Guo |
| 2012 | ICONIP | Customer Relationship Management Using Partial Focus Feature Reduction. | Yan Tu, Zijiang Yang |
| 2011 | HPCA | Offline symbolic analysis to infer Total Store Order. | Dongyoon Lee, Mahmoud Said, Satish Narayanasamy, Zijiang Yang |
| 2011 | ICNC | Towards an optimal classification model against imbalanced data for Customer Relationship Management. | Yan Tu, Zijiang Yang, Younes Benslimane |
| 2011 | ICNC | Using linear discriminant analysis and data mining approaches to identify E-commerce anomaly. | Zijiang Yang, Shouxin Cao, Bo Yan |
| 2011 | ISSTA | Deterministic replay for MCAPI programs. | Mohamed Elwakil, Zijiang Yang |
| 2010 | AI | Using Learned PSR Model for Planning under Uncertainty. | Yunlong Liu, Guoli Ji, Zijiang Yang |
| 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 | ICFEM | Trace-Driven Verification of Multithreaded Programs. | Zijiang Yang, Karem A. Sakallah |
| 2010 | ISSTA | Debugging support tool for MCAPI applications. | Mohamed Elwakil, Zijiang Yang |
| 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 |
| 2009 | ICONIP | A Novel Method for Progressive Multiple Sequence Alignment Based on Lempel-Ziv. | Guoli Ji, Congting Ye, Zijiang Yang, Zhenya Guo |
| 2009 | IFM | Dynamic Path Reduction for Software Model Checking. | Zijiang Yang, Bashar Al-Rawi, Karem A. Sakallah, Xiaowan Huang, Scott A. Smolka, Radu Grosu |
| 2009 | MICRO | Offline symbolic analysis for multi-processor execution replay. | Dongyoon Lee, Mahmoud Said, Satish Narayanasamy, Zijiang Yang, Cristiano Pereira |
| 2008 | TACAS | Peephole Partial Order Reduction. | Chao Wang, Zijiang Yang, Vineet Kahlon, Aarti Gupta |
| 2007 | AINA | Itinerary-Based Access Control for Mobile Tasks in Scientific Workflows. | Zijiang Yang, Shiyong Lu, Ping Yang |
| 2007 | CAV | Using Counterexamples for Improving the Precision of Reachability Computation with Polyhedra. | Chao Wang, Zijiang Yang, Aarti Gupta, Franjo Ivancic |
| 2007 | IPCCC | Opportunistic Networks for Emergency Applications and Their Standard Implementation Framework. | Leszek Lilien, Ajay Gupta, Zijiang Yang |
| 2006 | ADMA | A Fuzzy Subspace Algorithm for Clustering High Dimensional Data. | Guojun Gan, Jianhong Wu, Zijiang Yang |
| 2006 | ATVA | Whodunit? Causal Analysis for Counterexamples. | Chao Wang, Zijiang Yang, Franjo Ivancic, Aarti Gupta |
| 2006 | DASC | Runtime Security Verification for Itinerary-Driven Mobile Agents. | Zijiang Yang, Shiyong Lu, Ping Yang |
| 2006 | DATE | Disjunctive image computation for embedded software verification. | Chao Wang, Zijiang Yang, Franjo Ivancic, Aarti Gupta |
| 2006 | IJCNN | PARTCAT: A Subspace Clustering Algorithm for High Dimensional Categorical Data. | Guojun Gan, Jianhong Wu, Zijiang Yang |
| 2006 | MEMOCODE | Mixed symbolic representations for model checking software programs. | Zijiang Yang, Chao Wang, Aarti Gupta, Franjo Ivancic |
| 2005 | ADMA | A Genetic | Guojun Gan, Zijiang Yang, Jianhong Wu |
| 2005 | CAV | F-Soft: Software Verification Platform. | Franjo Ivancic, Zijiang Yang, Malay K. Ganai, Aarti Gupta, Ilya Shlyakhter, Pranav Ashar |
| 2005 | ICCD | Model Checking C Programs Using F-SOFT. | Franjo Ivancic, Ilya Shlyakhter, Aarti Gupta, Malay K. Ganai, Vineet Kahlon, Chao Wang, Zijiang Yang |
| 2004 | FMCAD | Variable Reuse for Efficient Image Computation. | Zijiang Yang, Rajeev Alur |
| 2004 | ISoLA | Efficient SAT-based Bounded Model Checking for Software Verification. | Pranav Ashar, Malay K. Ganai, Aarti Gupta, Franjo Ivancic, Zijiang Yang |
| 2003 | CAV | Abstraction and BDDs Complement SAT-Based BMC in DiVer. | Aarti Gupta, Malay K. Ganai, Chao Wang, Zijiang Yang, Pranav Ashar |
| 2003 | DAC | Learning from BDDs in SAT-based bounded model checking. | Aarti Gupta, Malay K. Ganai, Chao Wang, Zijiang Yang, Pranav Ashar |
| 2003 | ICCAD | Iterative Abstraction using SAT-based BMC with Proof Analysis. | Aarti Gupta, Malay K. Ganai, Zijiang Yang, Pranav Ashar |
| 2002 | CAV | Exploiting Behavioral Hierarchy for Efficient Model Checking. | Rajeev Alur, Michael McDougall, Zijiang Yang |
| 2001 | DAC | Dynamic Detection and Removal of Inactive Clauses in SAT with Application in Image Computation. | Aarti Gupta, Anubhav Gupta, Zijiang Yang, Pranav Ashar |
| 2001 | ICCAD | Partition-Based Decision Heuristics for Image Computation Using SAT and BDDs. | Aarti Gupta, Zijiang Yang, Pranav Ashar, Lintao Zhang, Sharad Malik |
| 2001 | TACAS | Is There a Best Symbolic Cycle-Detection Algorithm? | Kathi Fisler, Ranan Fraer, Gila Kamhi, Moshe Y. Vardi, Zijiang Yang |
| 2000 | FMCAD | SAT-Based Image Computation with Application in Reachability Analysis. | Aarti Gupta, Zijiang Yang, Pranav Ashar, Anubhav Gupta |