| 2026 | AAAI | BLM-Guard: Explainable Multimodal Ad Moderation with Chain-of-Thought and Policy-Aligned Rewards. | Yiran Yang, Zhaowei Liu, Yuan Yuan, Yukun Song, Xiong Ma, Yinghao Song, Xiangji Zeng, Lu Sun, Yulu Wang, Hai Zhou, Shuai Cui, Zhaohan Gong, Jiefei Zhang |
| 2025 | ACL | Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation. | Qiyue Gao, Xinyu Pi, Kevin Liu, Junrong Chen, Ruolan Yang, Xinqi Huang, Xinyu Fang, Lu Sun, Gautham Kishore, Bo Ai, Stone Tao, Mengyang Liu, Jiaxi Yang, Chao-Jung Lai, Chuanyang Jin, Jiannan Xiang, Benhao Huang, Zeming Chen, David Danks, Hao Su, Tianmin Shu, Ziqiao Ma, Lianhui Qin, Zhiting Hu |
| 2025 | CloudCom | RIS-Assisted MEC: Joint Offloading and Resource Optimization with Hybrid Evolutionary Algorithm in Urban Environments. | Lu Sun, Lina Fu, Liangtian Wan, Jianbo Zheng, Xianpeng Wang |
| 2025 | CloudCom | Local-Observation Intelligent Cooperative Resource Scheduling via Deep Reinforcement Learning in Interference Environments. | Lu Sun, Meiyu Liu, Liangtian Wan, Jiaxin Chen, Xianpeng Wang |
| 2025 | CloudCom | UAV Communication Relay Path Planning Based on Lightweight Deep Neural Network. | Lu Sun, Da Zhao, Liangtian Wan, Jianbo Zheng, Xianpeng Wang |
| 2025 | EMNLP | AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising. | Yinghao Song, Xiangji Zeng, Shuai Cui, Lu Sun, Zhaowei Liu, Yuan Yuan, Yulu Wang, Hai Zhou, Zhaohan Gong |
| 2025 | VTC | Near/Far-Field Structured Channel Estimation For Terahertz ELAA Systems: An Algorithm Unrolling Approach. | Kaihui Liu, Liangtian Wan, Lu Sun, Jifeng He |
| 2024 | AsiaCCS | Efficient Unbalanced Quorum PSI from Homomorphic Encryption. | Xinpeng Yang, Liang Cai, Yinghao Wang, Keting Yin, Lu Sun, Jingwei Hu |
| 2024 | ECAI | Learning Compact Neural Networks via Generalized Structured Sparsity. | Ke Bian, Lu Sun, Dengji Zhao |
| 2024 | GLOBECOM | Specific Emitter Identification Using Feature Fusion based on Multi-Head Attention Mechanism. | Lu Sun, Rui Xue, Haoran Zha, Qiao Tian, Yun Lin |
| 2024 | IJCAI | Learning Low-Rank Tensor Cores with Probabilistic ℓ0-Regularized Rank Selection for Model Compression. | Tianxiao Cao, Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka |
| 2024 | IUI | ReviewFlow: Intelligent Scaffolding to Support Academic Peer Reviewing. | Lu Sun, Aaron Chan, Yun Seo Chang, Steven P. Dow |
| 2024 | KDD | Flexible Graph Neural Diffusion with Latent Class Representation Learning. | Liangtian Wan, Huijin Han, Lu Sun, Zixun Zhang, Zhaolong Ning, Xiaoran Yan, Feng Xia |
| 2024 | SIGIR | MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation. | Jiahui Xu, Lu Sun, Dengji Zhao |
| 2023 | CHI | Challenging but Connective: Large-Scale Characteristics of Synchronous Collaboration Across Time Zones. | Lillio Mok, Lu Sun, Shilad Sen, Bahareh Sarrafzadeh |
| 2023 | ECAI | Structured Sparse Multi-Task Learning with Generalized Group Lasso. | Luhuan Fei, Lu Sun, Mineichi Kudo, Keigo Kimura |
| 2023 | ECAI | Grouped Multi-Task Learning with Hidden Tasks Enhancement. | Jiachun Jin, Jiankun Wang, Lu Sun, Jie Zheng, Mineichi Kudo |
| 2023 | ECAI | Multiplicative Sparse Tensor Factorization for Multi-View Multi-Task Learning. | Xinyi Wang, Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka |
| 2023 | ICDE | Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional Data. | Songjie Xie, Youlong Wu, Kewen Liao, Lu Chen, Chengfei Liu, Haifeng Shen, MingJian Tang, Lu Sun |
| 2023 | ICDM | Multi-Label Personalized Classification via Exclusive Sparse Tensor Factorization. | Weijia Lin, Jiankun Wang, Lu Sun, Mineichi Kudo, Keigo Kimura |
| 2023 | IJCAI | Generalized Discriminative Deep Non-Negative Matrix Factorization Based on Latent Feature and Basis Learning. | Zijian Yang, Zhiwei Li, Lu Sun |
| 2023 | ICWSM | Characterizing and Identifying Socially Shared Self-Descriptions in Product Reviews. | Lu Sun, F. Maxwell Harper, Chia-Jung Lee, Vanessa Murdock, Barbara Poblete |
| 2023 | PRICAI | Incomplete Multi-view Weak-Label Learning with Noisy Features and Imbalanced Labels. | Zhiwei Li, Zijian Yang, Lu Sun, Mineichi Kudo, Keigo Kimura |
| 2023 | PRICAI | Partial Multi-label Learning with a Few Accurately Labeled Data. | Haruhi Mizuguchi, Keigo Kimura, Mineichi Kudo, Lu Sun |
| 2023 | WCNC | Active User Detection and Channel Estimation via Fast ADMM. | Lijun Zhu, Kaihui Liu, Liangtian Wan, Lu Sun |
| 2023 | WWW | Self-Supervised Teaching and Learning of Representations on Graphs. | Liangtian Wan, Zhenqiang Fu, Lu Sun, Xianpeng Wang, Gang Xu, Xiaoran Yan, Feng Xia |
| 2023 | WWW | Unifying and Improving Graph Convolutional Neural Networks with Wavelet Denoising Filters. | Liangtian Wan, Xiaona Li, Huijin Han, Xiaoran Yan, Lu Sun, Zhaolong Ning, Feng Xia |
| 2023 | WACV | Face Forgery Detection Based on Facial Region Displacement Trajectory Series. | Yuyang Sun, Zhiyong Zhang, Isao Echizen, Huy H. Nguyen, Changzhen Qiu, Lu Sun |
| 2023 | SOUPS | Understanding the Viability of Gmail's Origin Indicator for Identifying the Sender. | Enze Liu, Lu Sun, Alex Bellon, Grant Ho, Geoffrey M. Voelker, Stefan Savage, Imani N. S. Munyaka |
| 2022 | HCOMP | Comparing Experts and Novices for AI Data Work: Insights on Allocating Human Intelligence to Design a Conversational Agent. | Lu Sun, Yuhan Liu, Grace Joseph, Zhou Yu, Haiyi Zhu, Steven P. Dow |
| 2022 | IJCAI | Multi-Task Personalized Learning with Sparse Network Lasso. | Jiankun Wang, Lu Sun |
| 2022 | NAACL | Minimally-Supervised Relation Induction from Pre-trained Language Model. | Lu Sun, Yongliang Shen, Weiming Lu |
| 2022 | SSPR | Retargeted Regression Methods for Multi-label Learning. | Keigo Kimura, Jiaqi Bao, Mineichi Kudo, Lu Sun |
| 2022 | SSPR | Efficient Leave-One-Out Evaluation of Kernelized Implicit Mappings. | Mineichi Kudo, Keigo Kimura, Shumpei Morishita, Lu Sun |
| 2022 | SSPR | Realization of Autoencoders by Kernel Methods. | Shumpei Morishita, Mineichi Kudo, Keigo Kimura, Lu Sun |
| 2021 | NAACL | Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data. | Chenghao Jia, Yongliang Shen, Yechun Tang, Lu Sun, Weiming Lu |
| 2019 | IJCAI | Fast and Robust Multi-View Multi-Task Learning via Group Sparsity. | Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka |
| 2019 | IJCAI | Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning. | Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka |
| 2019 | IJCNN | JSAC: A Novel Framework to Detect Malicious JavaScript via CNNs over AST and CFG. | Hongliang Liang, Yuxing Yang, Lu Sun, Lin Jiang |
| 2017 | FUSION | A multi-source trajectory correlation algorithm based on spatial-temporal similarity. | Lu Sun, Wei Zhou |
| 2016 | ECAI | A Scalable Clustering-Based Local Multi-Label Classification Method. | Lu Sun, Mineichi Kudo, Keigo Kimura |
| 2016 | ICPR | Fast random k-labELsets for large-scale multi-label classification. | Keigo Kimura, Mineichi Kudo, Lu Sun, Sadamori Koujaku |
| 2016 | ICPR | Locality in multi-label classification problems. | Batzaya Norov-Erdene, Mineichi Kudo, Lu Sun, Keigo Kimura |
| 2016 | ICPR | Multi-label classification with meta-label-specific features. | Lu Sun, Mineichi Kudo, Keigo Kimura |
| 2016 | SSPR | Simultaneous Nonlinear Label-Instance Embedding for Multi-label Classification. | Keigo Kimura, Mineichi Kudo, Lu Sun |
| 2015 | BSN | Real-time American Sign Language Recognition using wrist-worn motion and surface EMG sensors. | Jian Wu, Zhongjun Tian, Lu Sun, Leonardo Estevez, Roozbeh Jafari |
| 2015 | IJCAI | Polytree-Augmented Classifier Chains for Multi-Label Classification. | Lu Sun, Mineichi Kudo |
| 2013 | FPGA | High throughput and programmable online trafficclassifier on FPGA. | Da Tong, Lu Sun, Kiran Kumar Matam, Viktor K. Prasanna |
| 2004 | Interspeech | Polynomial regression model for duration prediction in Mandarin. | Yu Hu, Ren-Hua Wang, Lu Sun |
| 2003 | CAIP | Skeletonization of Character Based on Wavelet Transform. | Xinge You, Yuan Yan Tang, Weipeng Zhang, Lu Sun |
| 2002 | ICPR | A Novel Method for Harmonic Geometric Transformation Model Based on Wavelet Collocation. | Yuan Yan Tang, X. C. Feng, Xinge You, Z. W. Liao, Lu Sun |