| 2026 | AAAI | GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection. | Xiang Li, Wenxi Li, Yuetong Wang, Chenyang Lyu, Haozhe Lin, Guiguang Ding, Yuchen Guo |
| 2026 | AAAI | 2D-CrossScan Mamba: Enhancing State Space Models with Spatially Consistent Multi-Path 2D Information Propagation. | Longlong Yu, Wenxi Li, Yaoqi Sun, Hang Xu, Chenggang Yan, Yuchen Guo |
| 2026 | ACL | SAM3-I: Segment Anything with Instructions. | Jingjing Li, Yue Feng, Yuchen Guo, Jincai Huang, Wei Ji, Qi Bi, Yongri Piao, Miao Zhang, Xiaoqi Zhao, Qiang Chen, Shihao Zou, Huchuan Lu, Li Cheng |
| 2026 | WWW | Breaking the Scalability Barrier in Constrained Graph-Based Networked Control via Decision-Focused Learning. | Zhaoxing Yang, Yuchen Guo, Wenlong Li, Guiyun Fan, Haiming Jin, Linghe Kong |
| 2025 | IJCNN | Measuring Human Involvement in AI-Generated Text: A Case Study on Academic Writing. | Yuchen Guo, Zhicheng Dou, Huy H. Nguyen, Ching-Chun Chang, Saku Sugawara, Isao Echizen |
| 2025 | INFOCOM | Learning to Accelerate Traffic Allocation Over Large-Scale Networks. | Zhaoxing Yang, Guiyun Fan, Anjie Cao, Yuchen Guo, Wenlong Li, Tianyuan Liu, Haiming Jin |
| 2025 | MMSP | Rethinking Document Layout Analysis through Text Clustering via Multi-Modal Graph Convolution Networks. | Wenxi Li, Chenyang Lyu, Wei Ji, Liting Zhou, Cathal Gurrin, Yuchen Guo |
| 2024 | AAAI | Debiased Novel Category Discovering and Localization. | Juexiao Feng, Yuhong Yang, Yanchun Xie, Yaqian Li, Yandong Guo, Yuchen Guo, Yuwei He, Liuyu Xiang, Guiguang Ding |
| 2024 | AAAI | GigaHumanDet: Exploring Full-Body Detection on Gigapixel-Level Images. | Chenglong Liu, Haoran Wei, Jinze Yang, Jintao Liu, Wenxi Li, Yuchen Guo, Lu Fang |
| 2024 | AINA | Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis. | Zhicheng Dou, Yuchen Guo, Ching-Chun Chang, Huy H. Nguyen, Isao Echizen |
| 2024 | CHI | CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models. | Jie Gao, Yuchen Guo, Gionnieve Lim, Tianqin Zhang, Zheng Zhang, Toby Jia-Jun Li, Simon Tangi Perrault |
| 2024 | CSCWD | Generative Transferable Universal Adversarial Perturbation for Combating Deepfakes. | Yuchen Guo, Xi Wang, Xiaomeng Fu, Jin Liu, Zhaoxing Li, Yesheng Chai, Jizhong Han |
| 2024 | CVPR | GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes. | Haozhe Lin, Chunyu Wei, Li He, Yuchen Guo, Yunqi Zhao, Shanglong Li, Lu Fang |
| 2024 | EASE | Improving classifier-based effort-aware software defect prediction by reducing ranking errors. | Yuchen Guo, Martin J. Shepperd, Ning Li |
| 2024 | ECAI | Detecting Objects as Cascade Corners. | Chenglong Liu, Jintao Liu, Haorao Wei, Jinze Yang, Liangyu Xu, Yuchen Guo, Lu Fang |
| 2024 | ECAI | SaccadeMOT: Enhancing Object Detection and Tracking in Gigapixel Images via Scale-Aware Density Estimation. | Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang |
| 2024 | ICAART | Spatial-Temporal Graph Neural Network for the Detection of Container Escape Events. | Yuchen Guo, James Pope |
| 2024 | ICANN | Generative Universal Nullifying Perturbation for Countering Deepfakes Through Combined Unsupervised Feature Aggregation. | Yuchen Guo, Xi Wang, Xiaomeng Fu, Jin Liu, Zhaoxing Li, Jizhong Han |
| 2024 | ICMLC | Smart Device Robot Diary System. | Akihiro Yorita, Kunikazu Hamada, Kazuki Tainaka, Mahiro Takano, Yuchen Guo, Naoyuki Kubota |
| 2023 | CSCW | CollabCoder: A GPT-Powered WorkFlow for Collaborative Qualitative Analysis. | Jie Gao, Yuchen Guo, Toby Jia-Jun Li, Simon Tangi Perrault |
| 2023 | CVPR | DartBlur: Privacy Preservation with Detection Artifact Suppression. | Baowei Jiang, Bing Bai, Haozhe Lin, Yu Wang, Yuchen Guo, Lu Fang |
| 2023 | CVPR | Box-Level Active Detection. | Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding |
| 2023 | ICLR | Consolidator: Mergable Adapter with Group Connections for Visual Adaptation. | Tianxiang Hao, Hui Chen, Yuchen Guo, Guiguang Ding |
| 2023 | SIGIR | Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion. | Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang |
| 2022 | AAAI | SECRET: Self-Consistent Pseudo Label Refinement for Unsupervised Domain Adaptive Person Re-identification. | Tao He, Leqi Shen, Yuchen Guo, Guiguang Ding, Zhenhua Guo |
| 2022 | AAAI | ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising. | Liuyu Xiang, Jundong Zhou, Jirui Liu, Zerun Wang, Haidong Huang, Jie Hu, Jungong Han, Yuchen Guo, Guiguang Ding |
| 2022 | ACCV | CLUE: Consolidating Learned and Undergoing Experience in Domain-Incremental Classification. | Chengyi Cai, Jiaxin Liu, Wendi Yu, Yuchen Guo |
| 2022 | SIGIR | MP2: A Momentum Contrast Approach for Recommendation with Pointwise and Pairwise Learning. | Menghan Wang, Yuchen Guo, Zhenqi Zhao, Guangzheng Hu, Yuming Shen, Mingming Gong, Philip H. S. Torr |
| 2021 | ICCV | ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting. | Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding |
| 2021 | IGARSS | SAR Automatic Target Recognition Based on Multi-Scale Convolutional Factor Analysis Model with Max-Margin Constraint. | Yuchen Guo, Lan Du, Chen Li, Jian Chen |
| 2021 | KDD | Zero-shot Node Classification with Decomposed Graph Prototype Network. | Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong |
| 2020 | AAAI | Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data. | Yuwei He, Xiaoming Jin, Guiguang Ding, Yuchen Guo, Jungong Han, Jiyong Zhang, Sicheng Zhao |
| 2020 | CVPR | PANDA: A Gigapixel-Level Human-Centric Video Dataset. | Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang |
| 2019 | AAAI | Dual-View Ranking with Hardness Assessment for Zero-Shot Learning. | Yuchen Guo, Guiguang Ding, Jungong Han, Xiaohan Ding, Sicheng Zhao, Zheng Wang, Chenggang Yan, Qionghai Dai |
| 2019 | AAAI | CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions. | Sicheng Zhao, Chuang Lin, Pengfei Xu, Sendong Zhao, Yuchen Guo, Ravi Krishna, Guiguang Ding, Kurt Keutzer |
| 2019 | CVPR | Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure. | Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han |
| 2019 | ICCV | ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks. | Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han |
| 2019 | ICML | Approximated Oracle Filter Pruning for Destructive CNN Width Optimization. | Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han, Chenggang Yan |
| 2019 | IJCAI | Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks. | Yuchen Guo, Guiguang Ding, Jungong Han, Hang Shao, Xin Lou, Qionghai Dai |
| 2019 | IJCAI | Landmark Selection for Zero-shot Learning. | Yuchen Guo, Guiguang Ding, Jungong Han, Chenggang Yan, Jiyong Zhang, Qionghai Dai |
| 2019 | IDEAL | The Prevalence of Errors in Machine Learning Experiments. | Martin J. Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi |
| 2019 | PIMRC | Full Duplex for Next Generation of 802.11. | Ming Gan, Yuchen Guo, Genadiy Tsodik, Yan Xin, Xun Yang, Edward Au, Osama Aboul-Magd |
| 2018 | AAAI | Zero-Shot Learning With Attribute Selection. | Yuchen Guo, Guiguang Ding, Jungong Han, Sheng Tang |
| 2018 | AAAI | On Trivial Solution and High Correlation Problems in Deep Supervised Hashing. | Yuchen Guo, Xin Zhao, Guiguang Ding, Jungong Han |
| 2018 | IJCAI | Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes. | Yuchen Guo, Guiguang Ding, Jungong Han, Sicheng Zhao, Bin Wang |
| 2018 | IJCAI | Grouping Attribute Recognition for Pedestrian with Joint Recurrent Learning. | Xin Zhao, Liufang Sang, Guiguang Ding, Yuchen Guo, Xiaoming Jin |
| 2018 | IJCAI | Where to Prune: Using LSTM to Guide End-to-end Pruning. | Jing Zhong, Guiguang Ding, Yuchen Guo, Jungong Han, Bin Wang |
| 2018 | ICSE | Bridging effort-aware prediction and strong classification: a just-in-time software defect prediction study. | Yuchen Guo, Martin J. Shepperd, Ning Li |
| 2017 | AAAI | Problems in Large-Scale Image Classification. | Yuchen Guo |
| 2017 | AAAI | Active Learning with Cross-Class Similarity Transfer. | Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han |
| 2017 | AAAI | Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels. | Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao |
| 2017 | ICIG | Efficient High Dynamic Range Video Using Multi-exposure CNN Flow. | Yuchen Guo, Zhifeng Xie, Wenjun Zhang, Lizhuang Ma |
| 2017 | IJCAI | SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing. | Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao |
| 2017 | IJCAI | Synthesizing Samples for Zero-shot Learning. | Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao |
| 2017 | IJCAI | Unsupervised Deep Video Hashing with Balanced Rotation. | Gengshen Wu, Li Liu, Yuchen Guo, Guiguang Ding, Jungong Han, Jialie Shen, Ling Shao |
| 2017 | IJCAI | TUCH: Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets. | Xin Zhao, Guiguang Ding, Yuchen Guo, Jungong Han, Yue Gao |
| 2017 | VTC | 802.11ax: The Coming New WLAN System with More Than 4x MAC Throughput Enhancement. | David Xun Yang, Yuchen Guo, Osama Aboul-Magd |
| 2016 | AAAI | Transductive Zero-Shot Recognition via Shared Model Space Learning. | Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
| 2016 | AAAI | Active Learning with Cross-Class Knowledge Transfer. | Yuchen Guo, Guiguang Ding, Yuqi Wang, Xiaoming Jin |
| 2016 | IJCAI | Semi-Supervised Active Learning with Cross-Class Sample Transfer. | Yuchen Guo, Guiguang Ding, Yue Gao, Jianmin Wang |
| 2016 | IJCAI | Robust Iterative Quantization for Efficient ℓ | Yuchen Guo, Guiguang Ding, Jungong Han, Xiaoming Jin |
| 2016 | PAKDD | Image Representation Optimization Based on Locally Aggregated Descriptors. | Shijiang Chen, Guiguang Ding, Chenxiao Li, Yuchen Guo |
| 2015 | AAAI | Learning Predictable and Discriminative Attributes for Visual Recognition. | Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
| 2014 | CVPR | Collective Matrix Factorization Hashing for Multimodal Data. | Guiguang Ding, Yuchen Guo, Jile Zhou |
| 2014 | SIGIR | Latent semantic sparse hashing for cross-modal similarity search. | Jile Zhou, Guiguang Ding, Yuchen Guo |
| 2013 | CVPR | Transfer Sparse Coding for Robust Image Representation. | Mingsheng Long, Guiguang Ding, Jianmin Wang, Jiaguang Sun, Yuchen Guo, Philip S. Yu |
| 2013 | VTC | Transmission Capacity of Cognitive Radio Networks with Interference Avoidance. | Yuchen Guo, Yingchun Ma, Kai Niu, Jiaru Lin |
| 2013 | WCNC | Transport capacity of cognitive radio ad hoc networks with primary outage constraint. | Yuchen Guo, Yingchun Ma, Kai Niu, Jiaru Lin |