| 2025 | AAAI | MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents. | Congchi Yin, Feng Li, Shu Zhang, Zike Wang, Jun Shao, Piji Li, Jianhua Chen, Xun Jiang |
| 2024 | ECAI | DCTAN: Densely Convolved Transformer Aggregation Networks for Monocular Dense Depth Prediction in Robotic Endoscopy. | Wenkang Fan, Wenjing Jiang, Hao Fang, Hong Shi, Jianhua Chen, Xiongbiao Luo |
| 2024 | MICCAI | Simultaneous Monocular Endoscopic Dense Depth and Odometry Estimation Using Local-Global Integration Networks. | Wenkang Fan, Wenjing Jiang, Hao Fang, Hong Shi, Jianhua Chen, Xiongbiao Luo |
| 2023 | ICASSP | Deep Triple-Supervision Learning Unannotated Surgical Endoscopic Video Data for Monocular Dense Depth Estimation. | Wenkang Fan, Kaiyun Zhang, Hong Shi, Jianhua Chen, Yinran Chen, Xiongbiao Luo |
| 2023 | ICIP | Pyramid Transformer Driven Multibranch Fusion for Polyp Segmentation in Colonoscopic Video Images. | Ao Wang, Ming Wu, Hao Qi, Hong Shi, Jianhua Chen, Yinran Chen, Xiongbiao Luo |
| 2023 | ICMLA | Graph Wavenet+TimeGrad Probabilistic Model for High-Dimensional Time Series Prediction. | Xiuxuan Sun, Jianhua Chen |
| 2023 | ICMLC | High-Dimensional Probabilistic Time Series Forecasting Via Wavenet+Timegrad. | Xiuxuan Sun, Jianhua Chen |
| 2023 | ISCAS | Live Demonstration: Performance Comparison Between Ali266 and x265. | Jianhua Chen, Shengyang Xu, Shuqing Fang, Liangwei Yu, Zhiwei Huang, Yan Ye |
| 2023 | MICCAI | Cascade Transformer Encoded Boundary-Aware Multibranch Fusion Networks for Real-Time and Accurate Colonoscopic Lesion Segmentation. | Ao Wang, Ming Wu, Hao Qi, Wenkang Fan, Hong Shi, Jianhua Chen, Sunkui Ke, Yinran Chen, Xiongbiao Luo |
| 2022 | ISCAS | Ali266: an optimized VVC Software Encoder Implementation Towards Real-time Applications. | Jianhua Chen, Yan Ye, Liangwei Yu, Xinchao Dong, Shuqing Fang, Shengyang Xu, Zhiwei Huang, Ru-Ling Liao, Jie Liu, Rongbing Yang |
| 2021 | ICMLA | Depression Detection Using Combination of sMRI and fMRI Image Features. | Marzieh Mousavian, Jianhua Chen, Steven G. Greening |
| 2021 | ICMLA | Optimizing Multi-Stage Hydraulic Fracturing Treatments for Economical Production in Permian Basin Using Machine Learning. | Yanfang Wang, Jianhua Chen, Seung Kam, Anqi Bao |
| 2020 | ICMLA | Depression Detection Using Atlas from fMRI Images. | Marzieh Mousavian, Jianhua Chen, Steven G. Greening |
| 2020 | ISMIS | Deep Distributional Temporal Difference Learning for Game Playing. | Frej Berglind, Jianhua Chen, Alexandros Sopasakis |
| 2019 | ICDM | A Model-Agnostic Approach for Explaining the Predictions on Clustered Data. | Zihan Zhou, Mingxuan Sun, Jianhua Chen |
| 2019 | ICMLA | Depression Detection Using Feature Extraction and Deep Learning from sMRI Images. | Marzieh Mousavian, Jianhua Chen, Steven G. Greening |
| 2019 | ICMLA | Predicting Louisiana Public High School Dropout through Imbalanced Learning Techniques. | Marmar Orooji, Jianhua Chen |
| 2019 | ICMLA | Mining the Highway-Rail Grade Crossing Crash Data: A Text Mining Approach. | Samira Soleimani, Ali Mohammadi, Jianhua Chen, Michael Leitner |
| 2018 | ICMLA | Predicting Secondary Equity Offerings (SEOs) Using Machine Learning. | Linlin Cui, Jianhua Chen, Wentao Wu |
| 2017 | ICONIP | Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography. | Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Jianhua Chen, Chunfang Liu |
| 2016 | ICONIP | Storm Surge Prediction for Louisiana Coast Using Artificial Neural Networks. | Qian Wang, Jianhua Chen, Kelin Hu |
| 2016 | PDCAT | Affine Correction Based Image Watermarking Robust to Geometric Attacks. | Wuyong Zhang, Jianhua Chen, Rongshu Wang, Xiaolong Wang, Tian Meng |
| 2015 | ICMLA | Boosting with Adaptive Sampling for Multi-class Classification. | Jianhua Chen |
| 2015 | ISMIS | A Scalable Boosting Learner Using Adaptive Sampling. | Jianhua Chen, Seth Burleigh, Neeharika Chennupati, Bharath K. Gudapati |
| 2014 | APWEB | CrowdCleaner: A Data Cleaning System Based on Crowdsourcing. | Chen Ye, Hongzhi Wang, Keli Li, Qian Chen, Jianhua Chen, Jiangduo Song, Weidong Yuan |
| 2014 | ISMIS | Neural Network Implementation of a Mesoscale Meteorological Model. | Robert Firth, Jianhua Chen |
| 2013 | GRC | Predicting movie sales revenue using online reviews. | Rui Yao, Jianhua Chen |
| 2013 | ICMLA | Sampling Adaptively Using the Massart Inequality for Scalable Learning. | Jianhua Chen, Jian Xu |
| 2013 | ICNC | Context quantization based on the modified genetic algorithm with K-means. | Min Chen, Jianhua Chen |
| 2012 | GRC | Learning taxonomical relations from domain texts using WordNet and word sense disambiguation. | Janardhana Punuru, Jianhua Chen |
| 2012 | ICMLA | Scalable Ensemble Learning by Adaptive Sampling. | Jianhua Chen |
| 2012 | ISMIS | Discovering Semantic Relations Using Prepositional Phrases. | Janardhana Punuru, Jianhua Chen |
| 2011 | GRC | Unsupervised semantic classification methods. | John Gilmer, Jianhua Chen |
| 2011 | ISMIS | A New Method for Adaptive Sequential Sampling for Learning and Parameter Estimation. | Jianhua Chen, Xinjia Chen |
| 2010 | GRC | Detecting Communities Using Social Ties. | Partha Basuchowdhuri, Jianhua Chen |
| 2010 | GRC | An Image Processing Tool for Efficient Feature Extraction in Computer-Aided Detection Systems. | mer M. Soysal, Jianhua Chen, Helmut Schneider |
| 2010 | IGARSS | Mining metallogenic association rules combining cloud model with Apriori algorithm. | Ying Cui, Binbin He, Jianhua Chen, Zhonghai He, Yue Liu |
| 2009 | GRC | Random forest for relational classification with application to terrorist profiling. | Jian Xu, Jianhua Chen, Bin Li |
| 2009 | ICIP | A no-reference perceptual blur metric using histogram of gradient profile sharpness. | Luhong Liang, Jianhua Chen, Siwei Ma, Debin Zhao, Wen Gao |
| 2009 | IKE | Learning Terrorist Profiles by Optimization with Two Objectives. | Guoli Ding, Robert F. Lax, Jianhua Chen, Peter P. Chen, Brian D. Marx |
| 2008 | GRC | Fuzzy Clustering and Iterative Relational Classification for Terrorist Profiling. | Jianhua Chen, Jian Xu, Peter P. Chen, Guoli Ding, Robert F. Lax, Brian D. Marx |
| 2008 | ICMLA | Empirical Comparison of Greedy Strategies for Learning Markov Networks of Treewidth k. | K. Nunez, Jianhua Chen, Peter P. Chen, Guoli Ding, Robert F. Lax, Brian D. Marx |
| 2008 | ISMIS | Local Soft Belief Updating for Relational Classification. | Guoli Ding, Robert F. Lax, Jianhua Chen, Peter P. Chen, Brian D. Marx |
| 2007 | CIDM | Extraction of Non-hierarchical Relations from Domain Texts. | Janardhana Punuru, Jianhua Chen |
| 2007 | GRC | Learning for Semantic Classification of Conceptual Terms. | Janardhana Punuru, Jianhua Chen |
| 2007 | ICDM | Incremental Integration of Probabilistic Models Learned from Data. | Jian Xu, Pedrito Maynard-Zhang, Jianhua Chen |
| 2006 | GRC | Application of kohonen self-organizing map for urban structure analysis. | Wenxue Ju, Nina Siu-Ngan Lam, Jianhua Chen |
| 2006 | GRC | Automatic acquisition of concepts from domain texts. | Janardhana Punuru, Jianhua Chen |
| 2005 | IJCAI | Approximating Pseudo-Boolean Functions on Non-Uniform Domains. | Robert F. Lax, Guoli Ding, Peter P. Chen, Jianhua Chen |
| 2005 | ISMIS | Efficient Learning of Pseudo-Boolean Functions from Limited Training Data. | Guoli Ding, Jianhua Chen, Robert F. Lax, Peter P. Chen |
| 2004 | ICMLA | Learning hidden Markov models from the state distribution oracle. | Luis G. Moscovich, Jianhua Chen |
| 2000 | FQAS | Integrating and Extending Fuzzy Clustering and Inferencing to Improve Text Retrieval Performance. | Donald H. Kraft, Jianhua Chen |
| 2000 | ISMIS | Combining Description Logics with Stratified Logic Programs in Knowledge Representation. | Jianhua Chen |
| 1999 | ISMIS | A Class of Stratified Programs in Autoepistemic Logic of Knowledge and Belief. | Jianhua Chen |
| 1997 | ICASSP | Context modeling and entropy coding of wavelet coefficients for image compression. | Xiaolin Wu, Jianhua Chen |
| 1997 | ICIP | Non-Embeded Wavelet Image Coding Scheme. | Jianhua Chen, Tian-Hu Yu, Xiaolin Wu |
| 1997 | ICIP | The Contrast Pyramid Based Image Coding Method. | Tian-Hu Yu, Jianhua Chen, Sanjit K. Mitra |
| 1997 | ISMIS | Embedding Prioritized Circumscription in Logic Programs. | Jianhua Chen |
| 1996 | ISMIS | A Sound and Complete Fuzzy Logic System Using Zadeh's Implication Operator. | Jianhua Chen, Sukhamay Kundu |
| 1994 | ISMIS | The Generalized Logic of only Knowing (GOL) that Covers the Notion of Epistemic Specifications. | Jianhua Chen |
| 1994 | ISMIS | Fuzzy Logic or Lukasiewicz Logic: A Clarification. | Sukhamay Kundu, Jianhua Chen |
| 1994 | SAC | Application of Boolean expression minimization to learning via hierarchical generalization. | Jianhua Chen |
| 1993 | ISMIS | The Logic of Only Knowing as a Unified Framework for Non-Monotonic Reasoning. | Jianhua Chen |
| 1993 | LPNMR | Minimal Knowledge + Negation as Failure = Only Knowing (Sometimes). | Jianhua Chen |
| 1992 | ECAI | A Refined Semantics for Disjunctive Logic Programs. | Jianhua Chen |
| 1992 | SAC | Distributed algorithms for locating centers and medians in communication networks. | Mohan B. Sharma, Jianhua Chen, S. Sitharama Iyengar |
| 1991 | ICTAI | Optimization of the decision tree. | Won Chan Jung, J. Bush Jones, Jianhua Chen |
| 1991 | ISMIS | The Strong Semantics for Logic Programs. | Jianhua Chen, Sukhamay Kundu |
| 1990 | KI | A New and Simple Method for Explicit Computation of a Circumscription. | Sukhamay Kundu, Jianhua Chen |