| 2026 | ACL | Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting? | Xinyu Li, Kexi Chen, Jiajie Shen, Ying Zheng, Hong Lu, Jin Zhao, Xin Wang |
| 2026 | WWW | Modeling Point-to-Point Dependency for High-Dimensional Long-Term Series Forecasting. | Xinyu Li, Kexi Chen, Ying Zheng, Zhiyi Yao, Yi Xie, Jihan Dai, Lei Bai, Jin Zhao, Jiajie Shen, Yunqi Cai, Hong Lu, Xin Wang |
| 2025 | EMNLP | Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning. | Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | ICASSP | MoME: Mixture of Multi-Domain Experts for Multivariate Long-Term Series Forecasting. | Xinyu Li, Zhiheng Yang, Hao Xu, Yunqi Cai, Hong Lu, Xin Wang, Jin Zhao, Fenglin Qi, Jiajie Shen |
| 2025 | ICCV | General Compression Framework for Efficient Transformer Object Tracking. | Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Runze Li, Xingdong Sheng, Wei Zhang, Hong Lu, Wenqiang Zhang |
| 2025 | ICRA | Curiosity-Driven Imagination: Discovering Plan Operators and Learning Associated Policies for Open-World Adaptation. | Pierrick Lorang, Hong Lu, Matthias Scheutz |
| 2024 | EDM | Combining Cognitive and Generative AI for Self-Explanation in Interactive AI Agents. | Shalini Sushri, Rahul K. Dass, Rhea Basappa, Hong Lu, Ashok K. Goel |
| 2024 | ICASSP | Buffered Gaussian Modeling for Vectorized HD Map Construction. | Anqi Shi, Huaqiu Chen, Hong Lu, Rui Zhang |
| 2024 | ICLR | Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains. | Wu Ran, Peirong Ma, Zhiquan He, Hao Ren, Hong Lu |
| 2024 | ITS | Social AI Agents Too Need to Explain Themselves. | Rhea Basappa, Mustafa Tekman, Hong Lu, Benjamin Faught, Sandeep Kakar, Ashok K. Goel |
| 2023 | CogSci | Linguistic Pathways to Spatial Cognition: The relations between Chinese handwriting legibility and different spatial subskills. | Hong Lu |
| 2023 | ECAI | Instance-Aware Diffusion Implicit Process for Box-Based Instance Segmentation. | Hao Ren, Xingsong Liu, Junjian Huang, Ru Wan, Jian Pu, Hong Lu |
| 2023 | ISIT | Improved Singleton-type bounds for list-decoding and average-radius list-decoding. | Haojie Gu, Hong Lu, Jun Zhang |
| 2023 | MICCAI | Improved Prognostic Prediction of Pancreatic Cancer Using Multi-phase CT by Integrating Neural Distance and Texture-Aware Transformer. | Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Zaiyi Liu, Li Zhang, Yu Shi, Ling Zhang |
| 2023 | MMM | Weakly-Supervised Temporal Action Localization with Regional Similarity Consistency. | Haoran Ren, Hao Ren, Hong Lu, Cheng Jin |
| 2022 | ICIP | 3DCNN-Based Palpation Localization with Temporal Attention Module. | Guanhao Huang, Hong Lu, Xing Zhu, Jingjing Luo |
| 2022 | ISCAS | Hybrid Uncalibrated Near-light Photometric Stereo in Realistic Environment. | Wu Ran, Xingsong Liu, Wang Feng, Hong Lu, Bohong Yang, Xing Zhu, Jingjing Luo |
| 2022 | ISCAS | RARN: A Real-Time Skeleton-based Action Recognition Network for Auxiliary Rehabilitation Therapy. | Mengqi Shen, Hong Lu |
| 2022 | ISCAS | SFCN: Spoon Fully Convolutional Networks for Pulse Localization. | Bohong Yang, Kai Meng, Hong Lu, Xing Zhu, Jingjing Luo |
| 2022 | PRICAI | Weakly-Supervised Temporal Action Localization with Multi-Head Cross-Modal Attention. | Hao Ren, Haoran Ren, Wu Ran, Hong Lu, Cheng Jin |
| 2021 | ICASSP | Efficient End-to-End Audio Embeddings Generation for Audio Classification on Target Applications. | Paulo Lopez-Meyer, Juan A. del Hoyo Ontiveros, Hong Lu, Georg Stemmer |
| 2021 | ICASSP | A Fast and Efficient Network for Single Image Deraining. | Youzhao Yang, Hong Lu |
| 2021 | ICASSP | Multi-Directional Convolution Networks with Spatial-Temporal Feature Pyramid Module for Action Recognition. | Bohong Yang, Zijian Wang, Wu Ran, Hong Lu, Yi-Ping Phoebe Chen |
| 2021 | SMC | A Hybrid Metaheuristic Algorithm with Novel Decoding Methods for Flexible Flow Shop Scheduling Considering Human Fatigue. | Hangming Du, Fei Qiao, Junkai Wang, Hong Lu |
| 2020 | QRS | PBLInv: Postcondition-based Loop Invariant Learning for C Programs. | Hong Lu, Chengyi Wang, Jiacheng Gui, Hao Huang |
| 2020 | TASE | A Novel Data-Driven Approach for Generating Verified Loop Invariants. | Hong Lu, Jiacheng Gui, Chengyi Wang, Hao Huang |
| 2018 | CogSci | Object-based attention in multiple frames of reference. | Weizhi Nan, Lizhu Yan, Jiamin Huang, Ya Fan, Hong Lu, Shimin Fu |
| 2018 | DATE | Low-cost high-accuracy variation characterization for nanoscale IC technologies via novel learning-based techniques. | Zhijian Pan, Miao Li, Jian Yao, Hong Lu, Zuochang Ye, Yanfeng Li, Yan Wang |
| 2018 | ECCV | Deep Fashion Analysis with Feature Map Upsampling and Landmark-Driven Attention. | Jingyuan Liu, Hong Lu |
| 2018 | ICSE | Automated refactoring of OCL constraints with search. | Hong Lu, Shuai Wang, Tao Yue, Shaukat Ali, Jan F. Nygrd |
| 2017 | GECCO | Mining cross product line rules with multi-objective search and machine learning. | Safdar Aqeel Safdar, Hong Lu, Tao Yue, Shaukat Ali |
| 2017 | SPLC | Product Line Engineering of Monitoring Functionality in Industrial Cyber-Physical Systems: A Domain Analysis. | Aitziber Iglesias, Hong Lu, Cristbal Arellano, Tao Yue, Shaukat Ali, Goiuria Sagardui |
| 2016 | CEC | Generating boundary values from OCL constraints using constraints rewriting and search algorithms. | Shaukat Ali, Tao Yue, Xiang Qiu, Hong Lu |
| 2016 | ICST | Nonconformity Resolving Recommendations for Product Line Configuration. | Hong Lu, Tao Yue, Shaukat Ali, Li Zhang |
| 2016 | MODELSWARD | Search-based Decision Ordering to Facilitate Product Line Engineering of Cyber-Physical System. | Tao Yue, Shaukat Ali, Hong Lu, Kunming Nie |
| 2015 | ICCSA | A Tight Security Reduction Designated Verifier Proxy Signature Scheme Without Random Oracle. | Xiaoming Hu, Hong Lu, Yan Liu, Jian Wang, WenAn Tan |
| 2014 | ISSRE | Zen-CC: An Automated and Incremental Conformance Checking Solution to Support Interactive Product Configuration. | Hong Lu, Tao Yue, Shaukat Ali, Kunming Nie, Li Zhang |
| 2014 | ISWC | Unobtrusive gait verification for mobile phones. | Hong Lu, Jonathan Huang, Tanwistha Saha, Lama Nachman |
| 2014 | UIC | Intelligent Human Fall Detection for Home Surveillance. | Hong Lu, Bohong Yang, Rui Zhao, Pengliang Qu, Wenqiang Zhang |
| 2014 | UIC | Vision Based Mapping and Localization in Unknown Environment for Intelligent Mobile Robot. | Xiaoxin Qiu, Hong Lu, Wenqiang Zhang, Yunhan Bai, Qianzhong Fu |
| 2013 | COMPSAC | Deriving Requirements Specification with Time: A Software Environment Ontology Based Approach. | Xiaohong Chen, Ronghua Ye, Haiying Sun, Hong Lu |
| 2013 | ISWC | Preference, context and communities: a multi-faceted approach to predicting smartphone app usage patterns. | Ye Xu, Mu Lin, Hong Lu, Giuseppe Cardone, Nicholas D. Lane, Zhenyu Chen, Andrew T. Campbell, Tanzeem Choudhury |
| 2012 | ICARCV | A robust algorithm for tracking object under occlusion and illumination change. | Hong Lu, Hongsheng Li, Wenlin Zou, Shumin Fei |
| 2011 | ICCV | Salient Object Detection using concavity context. | Yao Lu, Wei Zhang, Hong Lu, Xiangyang Xue |
| 2010 | AAAI | Community-Guided Learning: Exploiting Mobile Sensor Users to Model Human Behavior. | Daniel Peebles, Hong Lu, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell |
| 2010 | DCOSS | MetroTrack: Predictive Tracking of Mobile Events Using Mobile Phones. | Gahng-Seop Ahn, Mirco Musolesi, Hong Lu, Reza Olfati-Saber, Andrew T. Campbell |
| 2010 | DCOSS | Halo: Managing Node Rendezvous in Opportunistic Sensor Networks. | Shane B. Eisenman, Hong Lu, Andrew T. Campbell |
| 2010 | ICIP | SVD-SIFT for web near-duplicate image detection. | Hong Liu, Hong Lu, Xiangyang Xue |
| 2010 | ICIP | How context helps: A discriminative codeword selection method for object detection. | Renzhong Wei, Hong Lu, Yingbin Zheng, Lei Cen, Cheng Jin, Xiangyang Xue, Weiguo Wu |
| 2010 | SIGCOMM | NeuroPhone: brain-mobile phone interface using a wireless EEG headset. | Andrew T. Campbell, Tanzeem Choudhury, Shaohan Hu, Hong Lu, Matthew K. Mukerjee, Mashfiqui Rabbi, Rajeev D. S. Raizada |
| 2010 | SENSYS | The Jigsaw continuous sensing engine for mobile phone applications. | Hong Lu, Jun Yang, Zhigang Liu, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell |
| 2009 | ACCV | Incorporating Spatial Correlogram into Bag-of-Features Model for Scene Categorization. | Yingbin Zheng, Hong Lu, Cheng Jin, Xiangyang Xue |
| 2009 | CVPR | Content and context-based multi-label image annotation. | Hong Lu, Yingbin Zheng, Xiangyang Xue, Yuejie Zhang |
| 2009 | Mobisys | SoundSense: scalable sound sensing for people-centric applications on mobile phones. | Hong Lu, Wei Pan, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell |
| 2008 | ICARCV | Scene segmentation based on video structure and spectral methods. | Zhenyuan Zhang, Bin Li, Hong Lu, Xiangyang Xue |
| 2008 | ICDCS | Locality Sensitive Information Brokerage in Distributed Sensor Networks. | Hong Lu, Andrew Jiang, Steve Liu |
| 2008 | ICNC | Knowledge-Based Customers' Desirability Acquisition of Clothing. | Hong Lu, Yan Chen, Ying Wang |
| 2008 | SENSYS | Transforming the social networking experience with sensing presence from mobile phones. | Andrew T. Campbell, Shane B. Eisenman, Kristf Fodor, Nicholas D. Lane, Hong Lu, Emiliano Miluzzo, Mirco Musolesi, Ronald A. Peterson, Xiao Zheng |
| 2008 | SENSYS | Sensing meets mobile social networks: the design, implementation and evaluation of the cenceme application. | Emiliano Miluzzo, Nicholas D. Lane, Kristf Fodor, Ronald A. Peterson, Hong Lu, Mirco Musolesi, Shane B. Eisenman, Xiao Zheng, Andrew T. Campbell |
| 2007 | CVPR | Salient Object Detection on Large-Scale Video Data. | Shile Zhang, Jianping Fan, Hong Lu, Xiangyang Xue |
| 2007 | ICCV | Efficient Feature Extraction for Image Classification. | Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo, Mingmin Chi, Hong Lu |
| 2007 | ICML | Optimal dimensionality of metric space for classification. | Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo, Hong Lu |
| 2007 | IJCNN | The Multilayer In-Place Learning Network for the Development of General Invariances and Multi-Task Learning. | Juyang Weng, Tianyu Luwang, Hong Lu, Xiangyang Xue |
| 2007 | ISCAS | Incremetal Spatio-Temporal Feature Extraction and Retrieval for Large Video Database. | Bo Geng, Hong Lu, Xiangyang Xue |
| 2006 | ICARCV | An Efficient Early Termination Algorithm of Intra Prediction for H.264/AVC. | Rui Yang, Hong Lu, Xiangyang Xue, Yap-Peng Tan |
| 2006 | ICARCV | Quotient Set-based Nonlinear Manifold for Image Restoration. | Wei Zhang, Rui Yang, Xiangyang Xue, Hong Lu, Yue-Fei Guo |
| 2006 | IJCNN | In-Place Learning for Positional and Scale Invariance. | Juyang Weng, Hong Lu, Tianyu Luwang, Xiangyang Xue |
| 2005 | ISCAS | Program segmentation for TV videos. | Liuhong Liang, Hong Lu, Xiangyang Xue, Yap-Peng Tan |
| 2005 | ISCAS | Effective shot boundary classification using video spatial-temporal information. | Hong Lu, Bei Wang, Xiangyang Xue, Yap-Peng Tan |
| 2005 | ISCAS | Efficient rate control for MPEG-2 to H.264/AVC transcoding. | You-Neng Xiao, Hong Lu, Xiangyang Xue, Viet Anh Nguyen, Yap-Peng Tan |
| 2005 | MMSP | Region-based Pornographic Image Detection. | Yuan Xu, Bin Li, Xiangyang Xue, Hong Lu |
| 2005 | MMSP | Efficient Video Clip Retrieval Using Index Structure. | Jing Zhang, Linjun Yang, Hong Lu, Xiangyang Xue, Yap-Peng Tan |
| 2004 | ICARCV | Efficient identification of speakers in news video based on shot segmentation. | Qing Chang, Xiangyang Xue, Hong Lu, You-san Nie |
| 2004 | ICARCV | Improved shot boundary detection method based on text edges. | Liuhong Liang, Yang Liu, Xiangyang Xue, Hong Lu, Yap-Peng Tan |
| 2004 | ICARCV | Effective video text detection using line features. | Yang Liu, Hong Lu, Xiangyang Xue, Yap-Peng Tan |
| 2004 | ISCAS | Model-based video scene clustering with noise analysis. | Hong Lu, Zhenyan Li, Yap-Peng Tan |
| 2003 | ICIP | An effective post-refinement method for shot boundary detection. | Hong Lu, Yap-Peng Tan |
| 2003 | ISCAS | An unsupervised approach to dominant video scene clustering. | Hong Lu, Yap-Peng Tan |
| 2002 | ICARCV | Content-based sports video analysis and modeling. | Hong Lu, Yap-Peng Tan |
| 2002 | ICIP | Model-based clustering and analysis of video scenes. | Yap-Peng Tan, Hong Lu |
| 2001 | MMSP | Sports video analysis and structuring. | Hong Lu, Yap-Peng Tan |