| 2026 | AAAI | Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification. | Li Lv, Qian Guo, Li Zhang, Liang Du, Bingbing Jiang, Lu Chen, Xinyan Liang |
| 2026 | AAAI | EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion. | Li Zhang, Pinhan Fu, Li Lv, Qian Guo, Liang Du, Xinyan Liang |
| 2026 | GECCO | P-MOEBC: A Pairwise Evolutionary Framework for Balanced Clustering. | Jianhao Zhu, Yunhui Liang, Yan Chen, Peng Wu, Chao Wen, Tao Yan, Peng Zhou, Liang Du |
| 2026 | INFOCOM | AdaptPipe: Mitigating Runtime Bubbles via Granularity-Adaptive Scheduling under Memory Constraints. | Yumeng Cui, Jessie Hui Wang, Najila Liu, Ling Deng, Liang Du, Chuxuan Zeng, Jilong Wang |
| 2026 | INFOCOM | A Self-updating Checkpointing and Fast Failure Recovery System for Distributed LLM Training. | Leyi Ye, Zhiyi Yao, Boliang Liu, Yuedong Xu, Liang Du, Zeng Chuxuan, Ling Deng, Jessie Hui Wang |
| 2026 | KDD | Vertical Federated K-Means for Multi-View Data Guided by a K-Means Cost Bound after Projection. | Feijiang Li, Jinhao Jiang, Jieting Wang, Liang Du, Yuhua Qian |
| 2026 | PAKDD | Clustering Ensembles: A Data Perspective Survey. | Wenjun He, Yan Chen, Peng Zhou, Liang Du |
| 2025 | AAAI | Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization. | Liang Du, Henghui Jiang, Xiaodong Li, Yiqing Guo, Yan Chen, Feijiang Li, Peng Zhou, Yuhua Qian |
| 2025 | AAAI | k-HyperEdge Medoids for Clustering Ensemble. | Feijiang Li, Jieting Wang, Liuya Zhang, Yuhua Qian, Shuai Jin, Tao Yan, Liang Du |
| 2025 | ACL | AdaV: Adaptive Text-visual Redirection for Vision-Language Models. | Jiayi Han, Liang Du, Yiwen Wu, Guanming Liang, Xiangguo Zhou, Weibo Zheng, Donghong Han, Zixun Sun |
| 2025 | ICASSP | Unsupervised Multi-View Outlier Detection via Optimal Graph Filtering. | Zhiguo Hu, Ning Wang, Peng Zhou, Liang Du, Yuhua Qian, Cheng Wang, Yanming Zhang |
| 2025 | ICASSP | Consensus Graph Filter Learning for Multiple Graph Clustering. | Jiale Zou, Yan Chen, Peng Zhou, Chao Wen, Liang Du, Yuhua Qian |
| 2025 | ICIP | Beta Wavelet Induced Multi-Scale Kernel Clustering: A Frequency-Aware Framework for Complex Data Analysis. | Kerui Cheng, Yan Chen, Liang Du |
| 2025 | ICIP | Scalable Multi-View Clustering via Bipartite Graph Consensus Filtering. | Henghui Jiang, Yiqing Guo, Yan Chen, Liang Du |
| 2025 | ICML | Robust Automatic Modulation Classification with Fuzzy Regularization. | Xinyan Liang, Ruijie Sang, Yuhua Qian, Qian Guo, Feijiang Li, Liang Du |
| 2025 | ICML | Trusted Multi-View Classification with Expert Knowledge Constraints. | Xinyan Liang, Shijie Wang, Yuhua Qian, Qian Guo, Liang Du, Bingbing Jiang, Tingjin Luo, Feijiang Li |
| 2025 | ICNP | 6GQoS: A Flow-Level QoS Assurance Framework for Next-Generation 6G Networks. | Gang Yi, Tongze Wang, Liang Du, Xiaohui Xie, Ling Deng, Shixian Deng, Yong Cui |
| 2025 | IJCAI | View-Association-Guided Dynamic Multi-View Classification. | Xinyan Liang, Li Lv, Qian Guo, Bingbing Jiang, Feijiang Li, Liang Du, Lu Chen |
| 2025 | IJCAI | Wavelet Multi-scale Region-Enhanced Network for Medical Image Segmentation. | Hang Lu, Liang Du, Peng Zhou |
| 2025 | IJCAI | An Association-based Fusion Method for Speech Enhancement. | Shijie Wang, Qian Guo, Lu Chen, Liang Du, Zikun Jin, Zhian Yuan, Xinyan Liang |
| 2025 | IJCAI | Dynamic Anchor-based Ensemble Clustering via Hypergraph Reconstruction. | Jiaxuan Xu, Lei Duan, Xinye Wang, Liang Du |
| 2025 | IECON | Physics-Aware Predictive Bidding Strategy for Battery Storage in Joint Regulation-Energy Markets. | Omar Abu-Znad, Liang Du, Fengyu Wang |
| 2025 | IWQoS | FitFEC: A Multi-Scale Transformer for Optimizing Packet Loss Recovery. | Yining Li, Sirui Liu, Zongpeng Li, Liang Du, Ling Deng |
| 2025 | NAACL | SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture. | Jiayi Han, Liang Du, Hongwei Du, Xiangguo Zhou, Yiwen Wu, Yuanfang Zhang, Weibo Zheng, Donghong Han |
| 2025 | Networking | Min-Cost Multicast Streaming with Network Coding in Edge Computing Networks. | Yeqiao Hou, Han Yang, Xianglong Li, Ling Deng, Liang Du, Zongpeng Li, Yining Li |
| 2025 | SIMULTECH | Research on Manual Carrier Landing Task in High Sea Conditions. | XinZe Xu, Guanxin Hong, Liang Du |
| 2024 | CogSci | DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction. | Chen Zhu, Liang Du, Hong Chen, Shuang Zhao, Zixun Sun, Xin Wang, Wenwu Zhu |
| 2024 | ICASSP | K-Means Clustering Based on Chebyshev Polynomial Graph Filtering. | Liang Du, Yunhui Liang, Mian Ilyas Ahmad, Peng Zhou |
| 2024 | ICASSP | Higher Order Multiple Graph Filtering for Structured Graph Learning. | Liang Du, Xiaodong Li, Yan Chen, Gui Yang, Mian Ilyas Ahmad, Peng Zhou |
| 2024 | ICDE | Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations. | Yuling Zhang, Anpeng Wu, Kun Kuang, Liang Du, Zixun Sun, Zhi Wang |
| 2024 | ICLR | BatchPrompt: Accomplish more with less. | Jianzhe Lin, Maurice Diesendruck, Liang Du, Robin Abraham |
| 2024 | ICLR | Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning. | Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao |
| 2024 | KDD | Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs. | Hao Li, Hao Jiang, Jiajun Fan, Dongsheng Ye, Liang Du |
| 2024 | UAI | RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction. | Songli Wu, Liang Du, Jiaqi Yang, Yuai Wang, De-Chuan Zhan, Shuang Zhao, Zixun Sun |
| 2023 | ACL | MathPrompter: Mathematical Reasoning using Large Language Models. | Shima Imani, Liang Du, Harsh Shrivastava |
| 2022 | AAAI | Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer. | Jiayi Han, Longbin Zeng, Liang Du, Xiaoqing Ye, Weiyang Ding, Jianfeng Feng |
| 2022 | ACL | Multilingual Molecular Representation Learning via Contrastive Pre-training. | Zhihui Guo, Pramod Kumar Sharma, Andy Martinez, Liang Du, Robin Abraham |
| 2022 | DASFAA | A Trace Ratio Maximization Method for Parameter Free Multiple Kernel Clustering. | Yan Chen, Lei Wang, Liang Du, Lei Duan |
| 2022 | IJCNN | Time Series Forecasting Using Online Performance-based Ensemble Deep Random Vector Functional Link Neural Network. | Liang Du, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan, David Z. W. Wang |
| 2022 | ICRA | A Mathematical Design for a Novel Walking Support Device that Leverages Passive Dynamics and Coupling Effects. | Longchuan Li, Shugen Ma, Isao T. Tokuda, Makoto Nokata, Yang Tian, Liang Du, Zhiqing Li |
| 2022 | IROS | Multi-Objective Geometric Optimization of A Multi-Link Manipulator Using Parameterized Design Method. | Xiaomeng Hu, Weiwei Wan, Liang Du, Jianjun Yuan, Shugen Ma |
| 2022 | IROS | Design of a modular continuum robot with alterable compliance using tubular-actuation. | Mingyuan Wang, Liang Du, Sheng Bao, Jianjun Yuan, Jinshu Zhou, Shugen Ma |
| 2022 | IROS | LNC Assisted Localization and Mapping in Pipe Environment. | Hongkai Zhang, Jianjun Yuan, Shijie Guo, Hesheng Wang, Shugen Ma, Sheng Bao, Liang Du |
| 2021 | AAAI | Tri-level Robust Clustering Ensemble with Multiple Graph Learning. | Peng Zhou, Liang Du, Yi-Dong Shen, Xuejun Li |
| 2021 | CVPR | Depth-Conditioned Dynamic Message Propagation for Monocular 3D Object Detection. | Li Wang, Liang Du, Xiaoqing Ye, Yanwei Fu, Guodong Guo, Xiangyang Xue, Jianfeng Feng, Li Zhang |
| 2021 | ICCV | The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection. | Zhikang Zou, Xiaoqing Ye, Liang Du, Xianhui Cheng, Xiao Tan, Li Zhang, Jianfeng Feng, Xiangyang Xue, Errui Ding |
| 2021 | ICRA | Synergetic Effect between Limbs and Spine Dynamics in Quadruped Walking Robots. | Longchuan Li, Shugen Ma, Isao T. Tokuda, Fumihiko Asano, Makoto Nokata, Yang Tian, Liang Du |
| 2020 | CVPR | Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection. | Liang Du, Xiaoqing Ye, Xiao Tan, Jianfeng Feng, Zhenbo Xu, Errui Ding, Shilei Wen |
| 2020 | ECCV | Monocular 3D Object Detection via Feature Domain Adaptation. | Xiaoqing Ye, Liang Du, Yifeng Shi, Yingying Li, Xiao Tan, Jianfeng Feng, Errui Ding, Shilei Wen |
| 2020 | IJCAI | Self-paced Consensus Clustering with Bipartite Graph. | Peng Zhou, Liang Du, Xuejun Li |
| 2020 | ICRA | 3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection. | Liang Du, Jingang Tan, Xiangyang Xue, Lili Chen, Hongkai Wen, Jianfeng Feng, Jiamao Li, Xiaolin Zhang |
| 2020 | IROS | A Robotic Gripper Design and Integrated Solution Towards Tunnel Boring Construction Equipment. | Jianjun Yuan, Renming Guan, Liang Du, Shugen Ma |
| 2019 | ICCV | SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation. | Liang Du, Jingang Tan, Hongye Yang, Jianfeng Feng, Xiangyang Xue, Qibao Zheng, Xiaoqing Ye, Xiaolin Zhang |
| 2019 | ICDM | Consensus Graph Weighting via Trace Ratio Criterion for Multi-view Unsupervised Feature Selection. | Liang Du, Xiaolin Lv |
| 2019 | SDM | Incremental Multi-view Support Vector Machine. | Peng Zhou, Yi-Dong Shen, Liang Du, Fan Ye |
| 2018 | ECCV | 3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation. | Xiaoqing Ye, Jiamao Li, Hexiao Huang, Liang Du, Xiaolin Zhang |
| 2018 | IECON | An Energy-Stored Quasi-Z Source Converter Based Interlinking Converter for Hybrid AC/DC Microgrids. | Dongsen Sun, Liang Du, Xiaonan Lu, Lijun He |
| 2018 | IECON | Noncooperative Distributed Social Welfare Optimization with EV Charging Response. | Shengyi Wang, Dongsen Sun, Liang Du, Jin Ye |
| 2017 | IJCAI | Top-k Supervise Feature Selection via ADMM for Integer Programming. | Mingyu Fan, Xiaojun Chang, Xiaoqin Zhang, Di Wang, Liang Du |
| 2016 | CVPR | Covert Video Classification by Codebook Growing Pattern. | Liang Du, Haitao Lang, Ying-li Tian, Chiu C. Tan, Jie Wu, Haibin Ling |
| 2016 | WCNC | Analysis of discovery and access procedure for D2D communication in 5G cellular network. | Zhijian Lin, Liang Du, Zhibin Gao, Lianfen Huang, Xiaojiang Du, Mohsen Guizani |
| 2015 | AAAI | Convex Batch Mode Active Sampling via α-Relative Pearson Divergence. | Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen |
| 2015 | CVPR | Cross-age face verification by coordinating with cross-face age verification. | Liang Du, Haibin Ling |
| 2015 | ICDM | Experimental Design with Multiple Kernels. | Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yuhua Qian, Yi-Dong Shen |
| 2015 | IJCAI | Robust Multiple Kernel K-means Using L21-Norm. | Liang Du, Peng Zhou, Lei Shi, Hanmo Wang, Mingyu Fan, Wenjian Wang, Yi-Dong Shen |
| 2015 | IJCAI | Recovery of Corrupted Multiple Kernels for Clustering. | Peng Zhou, Liang Du, Lei Shi, Hanmo Wang, Yi-Dong Shen |
| 2015 | IJCAI | Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization. | Peng Zhou, Liang Du, Hanmo Wang, Lei Shi, Yi-Dong Shen |
| 2015 | KDD | Unsupervised Feature Selection with Adaptive Structure Learning. | Liang Du, Yi-Dong Shen |
| 2015 | SDM | An LLE based Heterogeneous Metric Learning for Cross-media Retrieval. | Peng Zhou, Liang Du, Mingyu Fan, Yi-Dong Shen |
| 2014 | AAAI | Exploiting Competition Relationship for Robust Visual Recognition. | Liang Du, Haibin Ling |
| 2014 | ACCV | Scene Classification by Feature Co-occurrence Matrix. | Haitao Lang, Yuyang Xi, Jianying Hu, Liang Du, Haibin Ling |
| 2014 | ICDM | Robust Spectral Learning for Unsupervised Feature Selection. | Lei Shi, Liang Du, Yi-Dong Shen |
| 2014 | ICDM | Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval. | Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong |
| 2013 | DASFAA | Who Will Follow Your Shop? Exploiting Multiple Information Sources in Finding Followers. | Liang Wu, Alvin Chin, Guandong Xu, Liang Du, Xia Wang, Kangjian Meng, Yonggang Guo, Yuanchun Zhou |
| 2013 | ICASSP | Robust 2-D/3-D registration of CT volumes with contrast-enhanced X-ray sequences in electrophysiology based on a weighted similarity measure and sequential subspace optimization. | Xuan Zhao, Shun Miao, Liang Du, Rui Liao |
| 2013 | ICDM | Local and Global Discriminative Learning for Unsupervised Feature Selection. | Liang Du, Zhiyong Shen, Xuan Li, Peng Zhou, Yi-Dong Shen |
| 2013 | IJCAI | Towards Robust Co-Clustering. | Liang Du, Yi-Dong Shen |
| 2013 | WISE | Heterogeneous Metric Learning for Cross-Modal Multimedia Retrieval. | Jun Deng, Liang Du, Yi-Dong Shen |
| 2012 | ICDM | Robust Nonnegative Matrix Factorization via Half-Quadratic Minimization. | Liang Du, Xuan Li, Yi-Dong Shen |
| 2012 | IECON | A survey of methods for placing shunt capacitor banks in power network with harmonic distortion. | Liang Du, Lijun He, Ronald G. Harley |
| 2012 | IECON | Support vector machine based methods for non-intrusive identification of miscellaneous electric loads. | Liang Du, Yi Yang, Dawei He, Ronald G. Harley, Thomas G. Habetler, Bin Lu |
| 2011 | ADMA | Cluster Ensembles via Weighted Graph Regularized Nonnegative Matrix Factorization. | Liang Du, Xuan Li, Yi-Dong Shen |
| 2011 | ADMA | User Graph Regularized Pairwise Matrix Factorization for Item Recommendation. | Liang Du, Xuan Li, Yi-Dong Shen |
| 2011 | ICDAR | Preservative License Plate De-identification for Privacy Protection. | Liang Du, Haibin Ling |
| 2011 | SDM | Graph-Based Marginal Ranking for Update Summarization. | Xuan Li, Liang Du, Yi-Dong Shen |
| 2010 | CIKM | Exploiting novelty, coverage and balance for topic-focused multi-document summarization. | Xuan Li, Yi-Dong Shen, Liang Du, Chen-Yan Xiong |
| 2010 | ICDM | Interval-valued Matrix Factorization with Applications. | Zhiyong Shen, Liang Du, Xukun Shen, Yi-Dong Shen |
| 2010 | ICPR | Wavelet Domain Local Binary Pattern Features For Writer Identification. | Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang |
| 2008 | IDEAL | An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. | Liang Du, Xinge You, Yiu-ming Cheung |