| 2026 | AAAI | IGFuse: Interactive 3D Gaussian Scene Reconstruction via Multi-Scans Fusion. | Wenhao Hu, Zesheng Li, Haonan Zhou, Liu Liu, Xuexiang Wen, Zhizhong Su, Xi Li, Gaoang Wang |
| 2026 | AAAI | MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes. | Liu Liu, Alexandra Schild, Marco Cipriano, Fatimeh Al Ghannam, Freya Tan, Gerard de Melo, Andres Sevtsuk |
| 2026 | AAAI | SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction. | Yuyan Liu, Li Zhang, Di Wu, Yan Zhang, Anran Huang, Zhi Wang, Liu Liu, Dan Guo |
| 2026 | AAAI | Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds. | Xianhui Meng, Yukang Huo, Li Zhang, Liu Liu, Haonan Jiang, Yan Zhong, Pingrui Zhang, Cewu Lu, Jun Liu |
| 2026 | AAAI | FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence. | Yalun Wu, Liu Liu, Endong Tong, Yingxiao Xiang, Xiaoting Lyu, Zhen Han, Jiqiang Liu |
| 2026 | AAAI | Remodeling Semantic Relationships in Vision-Language Fine-Tuning. | Xiangyang Wu, Liu Liu, Baosheng Yu, Jiayan Qiu, Zhenwei Shi |
| 2026 | AAAI | CrystalDiT: Simple Diffusion Transformers for Crystal Generation. | Xiaohan Yi, Guikun Xu, Zhong Zhang, Liu Liu, Yatao Bian, Xi Xiao, Peilin Zhao |
| 2026 | ACL | Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses. | Chongyuan Dai, Yaling Shen, Zihan Gao, Jia Li, Yishun Jiang, Yaxiong Wang, Liu Liu, Zongyuan Ge, Jinpeng Hu |
| 2026 | ACL | MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning. | Xukai Wang, Xuanbo Liu, Mingrui Chen, Haitian Zhong, Xuanlin Yang, Bohan Zeng, Jinbo Hu, Hao Liang, Junbo Niu, Xuchen Li, Ruitao Wu, Ruichuan An, Yang Shi, Liu Liu, Qiang Liu, Zhouchen Lin, Xu-Yao Zhang, Wentao Zhang, Bin Dong |
| 2026 | ASPLOS | STARC: Selective Token Access with Remapping and Clustering for Efficient LLM Decoding on PIM Systems. | Zehao Fan, Yunzhen Liu, Garrett Gagnon, Zhenyu Liu, Yayue Hou, Hadjer Benmeziane, Kaoutar El Maghraoui, Liu Liu |
| 2026 | ICDE | SaSPartitioner: A Self-Adaptive Streaming Partitioner Using Deep Reinforcement Learning. | Shenghao Gong, Liu Liu, Ziquan Fang, Yunjun Gao, Yaofeng Tu |
| 2026 | WACV | START: Spatial and Textual Learning for Chart Understanding. | Zhuoming Liu, Xiaofeng Gao, Feiyang Niu, Qiaozi Gao, Liu Liu, Robinson Piramuthu |
| 2026 | VTS | Enhancing Robustness of Content-Addressable Memories for In-Memory Search. | Liu Liu, Tomas Sousa Pereira, Mohammad Mehdi Sharifi, Pengyu Ren, Bo Wen, Can Li, Kai Ni, Michael T. Niemier, X. Sharon Hu |
| 2025 | AAAI | HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting. | Shibo Feng, Peilin Zhao, Liu Liu, Pengcheng Wu, Zhiqi Shen |
| 2025 | AAAI | R^2-Art: Category-Level Articulation Pose Estimation from Single RGB Image via Cascade Render Strategy. | Li Zhang, Haonan Jiang, Yukang Huo, Yan Zhong, Jianan Wang, Xue Wang, Rujing Wang, Liu Liu |
| 2025 | ACL | ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks. | Yan Yang, Dongxu Li, Haoning Wu, Bei Chen, Liu Liu, Liyuan Pan, Junnan Li |
| 2025 | ACL | MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection. | Shanshan Liu, Menglong Lu, Zhen Huang, Zejiang He, Liu Liu, Zhigang Sun, Dongsheng Li |
| 2025 | CVPR | EZSR: Event-based Zero-Shot Recognition. | Yan Yang, Liyuan Pan, Dongxu Li, Liu Liu |
| 2025 | CVPR | DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding. | Yudong Han, Qingpei Guo, Liyuan Pan, Liu Liu, Yu Guan, Ming Yang |
| 2025 | CVPR | GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding. | Haoyi Jiang, Liu Liu, Tianheng Cheng, Xinjie Wang, Tianwei Lin, Zhizhong Su, Wenyu Liu, Xinggang Wang |
| 2025 | CVPR | GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction. | Li Zhang, Mingliang Xu, Jianan Wang, Qiaojun Yu, Lixin Yang, Yonglu Li, Cewu Lu, Rujing Wang, Liu Liu |
| 2025 | DATE | NORA: Noise-Optimized Rescaling of LLMs on Analog Compute-in-Memory Accelerators. | Yayue Hou, Hsinyu Tsai, Kaoutar El Maghraoui, Tayfun Gokmen, Geoffrey W. Burr, Liu Liu |
| 2025 | DATE | NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs. | Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi |
| 2025 | EMNLP | From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding. | Xiangfeng Wang, Xiao Li, Yadong Wei, Xueyu Song, Yang Song, Xiaoqiang Xia, Fangrui Zeng, Zaiyi Chen, Liu Liu, Gu Xu, Tong Xu |
| 2025 | ICASSP | FruitMMBench: A Multi-modal Benchmark for Fruit Quality Assessment. | Jiawei Chen, Gong Huang, Liu Liu, Zhenbo Xu, Qinghong Yang |
| 2025 | ICASSP | Generalizable Articulated Object Perception with Superpoints. | Qiaojun Yu, Ce Hao, Xibin Yuan, Li Zhang, Liu Liu, Yukang Huo, Rohit Agarwal, Cewu Lu |
| 2025 | ICASSP | Towards Robust Category-level Articulation Pose Estimation via Integrated Differentiable Rendering. | Xinyi Yu, Haonan Jiang, Li Zhang, Yukang Huo, Lin Yuanbo Wu, Yanyan Wei, Rohit Agarwal, Harshal Suresh Shende, Liu Liu, Linlin Ou |
| 2025 | ICCAD | SAGE: Saliency-Aware Grouping for Efficient Mapping of LLMs on Analog Compute-in-Memory. | Yayue Hou, Zhenyu Liu, Garrett Gagnon, Hsinyu Tsai, Kaoutar El Maghraoui, Geoffrey W. Burr, Liu Liu |
| 2025 | ICCAD | Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms. | Salim Ullah, Siva Satyendra Sahoo, Can Li, Chao Li, Liu Liu, Tomas Sousa Pereira, Bo Wen, Xunzhao Yin, Armin Darjani, Nima Kavand, Chakravarthy Bodla, Rupa Yashaswi Panduga, Aniruddh Holemadlu, Johannes Maly, Jonathan Frste, Samarth Vadia, Xiaobo Sharon Hu, Akash Kumar |
| 2025 | ICDE | SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract). | Weigang Lu, Yibing Zhan, Binbin Lin, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao |
| 2025 | ICML | Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples. | Chengqian Gao, Haonan Li, Liu Liu, Zeke Xie, Peilin Zhao, Zhiqiang Xu |
| 2025 | ICML | Test-time Adapted Reinforcement Learning with Action Entropy Regularization. | Shoukai Xu, Zihao Lian, Mingkui Tan, Liu Liu, Zhong Zhang, Peilin Zhao |
| 2025 | IJCAI | Pre-defined Keypoints Promote Category-level Articulation Pose Estimation via Multi-Modal Alignment. | Wenbo Xu, Li Zhang, Liu Liu, Yan Zhong, Haonan Jiang, Xue Wang, Rujing Wang |
| 2025 | IJCAI | Injecting Imbalance Sensitivity for Multi-Task Learning. | Zhipeng Zhou, Liu Liu, Peilin Zhao, Wei Gong |
| 2025 | IROS | Generalizable and Actionable Part Detection and Manipulation with SAM-rectified Segmentation and Iterative Pose Refinement. | Sucheng Qian, Li Zhang, Yanyan Wei, Liu Liu, Cewu Lu |
| 2025 | IROS | GeoFlow-SLAM: A Robust Tightly-Coupled RGBD-Inertial and Legged Odometry Fusion SLAM for Dynamic Legged Robotics. | Tingyang Xiao, Xiaolin Zhou, Liu Liu, Wei Sui, Wei Feng, Jiaxiong Qiu, Xinjie Wang, Zhizhong Su |
| 2025 | IROS | ArtGS: 3D Gaussian Splatting for Interactive Visual-Physical Modeling and Manipulation of Articulated Objects. | Qiaojun Yu, Xibin Yuan, Yu Jiang, Junting Chen, Dongzhe Zheng, Ce Hao, Yang You, Yixing Chen, Yao Mu, Liu Liu, Cewu Lu |
| 2025 | ICRA | UniAff: A Unified Representation of Affordances for Tool Usage and Articulation with Vision-Language Models. | Qiaojun Yu, Siyuan Huang, Xibin Yuan, Zhengkai Jiang, Ce Hao, Xin Li, Haonan Chang, Junbo Wang, Liu Liu, Hongsheng Li, Peng Gao, Cewu Lu |
| 2025 | ICS | BitWeaver: Read-Time Truncation in Memory. | Garrett Gagnon, Srikanth Malla, Yangwook Kang, Liu Liu |
| 2025 | SMC | Selective-SAM: Memory Optimization for Segment Anything Model 2 with Application in Self-Checkout Product Counting. | Zhongling Liu, Liu Liu, Ziqiang Shi, Rujie Liu, Jun Takahashi, Shan Jiang |
| 2024 | AAAI | KPA-Tracker: Towards Robust and Real-Time Category-Level Articulated Object 6D Pose Tracking. | Liu Liu, Anran Huang, Qi Wu, Dan Guo, Xun Yang, Meng Wang |
| 2024 | BMVC | ICAF-4: An Integrated Framework of Category-level Articulated Object Perception and Manipulation for Embodied Intelligence. | Wenbo Xu, Li Zhang, Qiankun Li, Qi Wu, Lin Yuanbo Wu, Liu Liu |
| 2024 | ECCV | Event Camera Data Dense Pre-training. | Yan Yang, Liyuan Pan, Liu Liu |
| 2024 | ECCV | U-COPE: Taking a Further Step to Universal 9D Category-Level Object Pose Estimation. | Li Zhang, Weiqing Meng, Yan Zhong, Bin Kong, Mingliang Xu, Jianming Du, Xue Wang, Rujing Wang, Liu Liu |
| 2024 | ICCAD | TAP-CAM: A Tunable Approximate Matching Engine based on Ferroelectric Content Addressable Memory. | Chenyu Ni, Sijie Chen, Che-Kai Liu, Liu Liu, Mohsen Imani, Thomas Kmpfe, Kai Ni, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Xunzhao Yin |
| 2024 | ICLR | DFWLayer: Differentiable Frank-Wolfe Optimization Layer. | Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao |
| 2024 | ICLR | Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution. | Zhipeng Zhou, Liu Liu, Peilin Zhao, Wei Gong |
| 2024 | IROS | RPMArt: Towards Robust Perception and Manipulation for Articulated Objects. | Junbo Wang, Wenhai Liu, Qiaojun Yu, Yang You, Liu Liu, Weiming Wang, Cewu Lu |
| 2024 | IROS | Event-based Few-shot Fine-grained Human Action Recognition. | Zonglin Yang, Yan Yang, Yuheng Shi, Hao Yang, Ruikun Zhang, Liu Liu, Xinxiao Wu, Liyuan Pan |
| 2024 | IROS | Thermal-NeRF: Neural Radiance Fields from an Infrared Camera. | Tianxiang Ye, Qi Wu, Junyuan Deng, Guoqing Liu, Liu Liu, Songpengcheng Xia, Liang Pang, Wenxian Yu, Ling Pei |
| 2024 | IROS | Geolocation on Cartographic Maps with Multi-Modal Fusion. | Mengjie Zhou, Liu Liu, Yiran Zhong, Andrew Calway |
| 2024 | ISCAS | Design of High-Performance and Compact CAM for Supporting Data-Intensive Applications. | Liu Liu, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu |
| 2024 | ICRA | GAMMA: Generalizable Articulation Modeling and Manipulation for Articulated Objects. | Qiaojun Yu, Junbo Wang, Wenhai Liu, Ce Hao, Liu Liu, Lin Shao, Weiming Wang, Cewu Lu |
| 2024 | SMC | Self-Checkout Product Detection with Occlusion Layer Prediction and Intersection Weighting. | Zhongling Liu, Ziqiang Shi, Rujie Liu, Liu Liu, Takuma Yamamoto, Daisuke Uchida |
| 2024 | WACV | Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images. | Yan Yang, Liyuan Pan, Liu Liu, Eric A. Stone |
| 2024 | USENIX | Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor. | Xingguo Pang, Yanze Zhang, Liu Liu, Dazhao Cheng, Chengzhong Xu, Xiaobo Zhou |
| 2023 | AAAI | Reject Decoding via Language-Vision Models for Text-to-Image Synthesis. | Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Lei Wang, Jun Cheng |
| 2023 | CCS | FITS: Matching Camera Fingerprints Subject to Software Noise Pollution. | Liu Liu, Xinwen Fu, Xiaodong Chen, Jianpeng Wang, Zhongjie Ba, Feng Lin, Li Lu, Kui Ren |
| 2023 | CHI | "Unfold and Go Touch": A Portable Method for Making Existing Touchscreens Accessible to Blind and Low Vision People in Self-Service Terminals. | Weiyue Lin, Ting Li, Liu Liu, Qian Zhu |
| 2023 | CVPR | CheckSORT: Refined Synthetic Data Combination and Optimized SORT for Automatic Retail Checkout. | Ziqiang Shi, Zhongling Liu, Liu Liu, Rujie Liu, Takuma Yamamoto, Xiaoyu Mi, Daisuke Uchida |
| 2023 | CVPR | K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring. | Yan Yang, Liyuan Pan, Liu Liu, Miaomiao Liu |
| 2023 | DAC | Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. | Liu Liu, Shubham Kumar, Simon Thomann, Hussam Amrouch, Xiaobo Sharon Hu |
| 2023 | DATE | Cross Layer Design for the Predictive Assessment of Technology-Enabled Architectures. | Michael T. Niemier, Xiaobo Sharon Hu, Liu Liu, Mohammad Mehdi Sharifi, Ian O'Connor, David Atienza, Giovanni Ansaloni, Can Li, Asif Khan, Daniel C. Ralph |
| 2023 | ICANN | ROFusion: Efficient Object Detection Using Hybrid Point-Wise Radar-Optical Fusion. | Liu Liu, Shuaifeng Zhi, Zhenhua Du, Li Liu, Xinyu Zhang, Kai Huo, Weidong Jiang |
| 2023 | ICASSP | One-Shot Neural Band Selection for Spectral Recovery. | Hai-Miao Hu, Zhenbo Xu, Wenshuai Xu, You Song, YiTao Zhang, Liu Liu, Zhilin Han, Ajin Meng |
| 2023 | ICASSP | Semi-Supervised Contrastive Learning with Soft Mask Attention for Facial Action Unit Detection. | Zhongling Liu, Rujie Liu, Ziqiang Shi, Liu Liu, Xiaoyu Mi, Kentaro Murase |
| 2023 | ICCAD | Invited Paper: Algorithm/Hardware Co-Design for Few-Shot Learning at the Edge. | Ann Franchesca Laguna, Mohammad Mehdi Sharifi, Dayane Reis, Liu Liu, Andrew Hennessee, Clayton O'Dell, Ian O'Connor, Michael T. Niemier, X. Sharon Hu |
| 2023 | ICCV | Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification. | Fusheng Hao, Fengxiang He, Liu Liu, Fuxiang Wu, Dacheng Tao, Jun Cheng |
| 2023 | ICCV | Event Camera Data Pre-training. | Yan Yang, Liyuan Pan, Liu Liu |
| 2023 | ICIP | Reaper: Articulated Object 6d Pose Estimation with Deep Reinforcement Learning. | Liu Liu, Qi Wu, Zhendong Xue, Sucheng Qian, Rui Li |
| 2023 | ICLR | BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion. | Fu-Yun Wang, Da-Wei Zhou, Liu Liu, Han-Jia Ye, Yatao Bian, De-Chuan Zhan, Peilin Zhao |
| 2023 | IROS | Visual Localization Based on Multiple Maps. | Yukai Lin, Liu Liu, Xiao Liang, Jiangwei Li |
| 2023 | ISCA | ECSSD: Hardware/Data Layout Co-Designed In-Storage-Computing Architecture for Extreme Classification. | Siqi Li, Fengbin Tu, Liu Liu, Jilan Lin, Zheng Wang, Yangwook Kang, Yufei Ding, Yuan Xie |
| 2023 | PPoPP | Dynamic N: M Fine-Grained Structured Sparse Attention Mechanism. | Zhaodong Chen, Zheng Qu, Yuying Quan, Liu Liu, Yufei Ding, Yuan Xie |
| 2023 | RANLP | Vector Based Stylistic Analysis on Ancient Chinese Books: Take the Three Commentaries on the Spring and Autumn Annals as an Example. | Yue Qi, Liu Liu, Bin Li, Dongbo Wang |
| 2023 | VTC | A Novel Geometry-Based Semi-Deterministic Wideband Channel Model for Hyperloop Communications. | Kai Wang, Liu Liu, Jiachi Zhang, Meilu Liu |
| 2023 | WCNC | Beamwidth and Steering-Dependent Propagation Loss Modeling at 28GHz Over Urban Micro-Cellular (UMi) Scenarios. | Jiachi Zhang, Liu Liu, Kai Wang, Zhenhui Tan |
| 2023 | WCNC | Measurements and Modeling of Narrow-Beam Channel Dispersion Characteristics in Vehicle-to-Infrastructure Scenarios. | Wenliang Zhang, Tao Zhou, Liu Liu |
| 2022 | AAAI | Continual Learning through Retrieval and Imagination. | Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao |
| 2022 | AAAI | Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation. | Chao Chen, Yibing Zhan, Baosheng Yu, Liu Liu, Yong Luo, Bo Du |
| 2022 | AAAI | Channelized Axial Attention - considering Channel Relation within Spatial Attention for Semantic Segmentation. | Ye Huang, Di Kang, Wenjing Jia, Liu Liu, Xiangjian He |
| 2022 | AAAI | Transcribing Natural Languages for the Deaf via Neural Editing Programs. | Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson, Hongdong Li |
| 2022 | ASPLOS | DOTA: detect and omit weak attentions for scalable transformer acceleration. | Zheng Qu, Liu Liu, Fengbin Tu, Zhaodong Chen, Yufei Ding, Yuan Xie |
| 2022 | ASPLOS | A one-for-all and | Bangyan Wang, Lei Deng, Fei Sun, Guohao Dai, Liu Liu, Yu Wang, Yuan Xie |
| 2022 | BMVC | ISG: I can See Your Gene Expression. | Yan Yang, Liyuan Pan, Liu Liu, Eric A. Stone |
| 2022 | CVPR | AKB-48: A Real-World Articulated Object Knowledge Base. | Liu Liu, Wenqiang Xu, Haoyuan Fu, Sucheng Qian, Qiaojun Yu, Yang Han, Cewu Lu |
| 2022 | CVPR | Continual Learning with Lifelong Vision Transformer. | Zhen Wang, Liu Liu, Yiqun Duan, Yajing Kong, Dacheng Tao |
| 2022 | CVPR | Text-to-Image Synthesis based on Object-Guided Joint-Decoding Transformer. | Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Jun Cheng |
| 2022 | CVPR | OakInk: A Large-scale Knowledge Repository for Understanding Hand-Object Interaction. | Lixin Yang, Kailin Li, Xinyu Zhan, Fei Wu, Anran Xu, Liu Liu, Cewu Lu |
| 2022 | DATE | Eva-CAM: A Circuit/Architecture-Level Evaluation Tool for General Content Addressable Memories. | Liu Liu, Mohammad Mehdi Sharifi, Ramin Rajaei, Arman Kazemi, Kai Ni, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu |
| 2022 | ECCV | Balancing Stability and Plasticity Through Advanced Null Space in Continual Learning. | Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao |
| 2022 | ECCV | Online Continual Learning with Contrastive Vision Transformer. | Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao |
| 2022 | ECCV | Learning Object Placement via Dual-Path Graph Completion. | Siyuan Zhou, Liu Liu, Li Niu, Liqing Zhang |
| 2022 | ICPP | Adaptive and Efficient GPU Time Sharing for Hyperparameter Tuning in Cloud. | Liu Liu, Jian Yu, Zhijun Ding |
| 2022 | ISCA | INSPIRE: in-storage private information retrieval via protocol and architecture co-design. | Jilan Lin, Ling Liang, Zheng Qu, Ishtiyaque Ahmad, Liu Liu, Fengbin Tu, Trinabh Gupta, Yufei Ding, Yuan Xie |
| 2022 | ISMAR | FGCNet: Fast Graph Convolution for Matching Features. | Liu Liu, Liyuan Pan, Wei Luo, Qichao Xu, Yuxiang Wen, Jiangwei Li |
| 2022 | LPNMR | A Machine Learning System to Improve the Performance of ASP Solving Based on Encoding Selection. | Liu Liu, Mirek Truszczynski, Yuliya Lierler |
| 2022 | MMSP | Revealing the real-world applicable setting of online continual learning. | Zhenbo Xu, Hai-Miao Hu, Liu Liu |
| 2022 | PIMRC | Radio Propagation Measurements and Channel Characterization in High-Voltage Substation Scenarios at 3.35 GHz. | Zhichao Yang, Tao Zhou, Yiteng Lin, Liu Liu |
| 2022 | VTC | A Clustering Algorithm Based on Node Cost and Service Priority for Urban Rail In-Vehicle Ad-Hoc Network. | Zhaoyang Su, Liu Liu, Shiyuan Cai, Lei Suo, Feng Bao |
| 2022 | VTC | Deep-Learning Based Scenario Identification for High-Speed Railway Propagation Channels. | Haitong Zhang, Tao Zhou, Liu Liu |
| 2022 | WWW | Dual-branch Density Ratio Estimation for Signed Network Embedding. | Pinghua Xu, Yibing Zhan, Liu Liu, Baosheng Yu, Bo Du, Jia Wu, Wenbin Hu |
| 2022 | WACV | Biomass Prediction with 3D Point Clouds from LiDAR. | Liyuan Pan, Liu Liu, Anthony G. Condon, Gonzalo M. Estavillo, Robert A. Coe, Geoff Bull, Eric A. Stone, Lars Petersson, Vivien Rolland |
| 2021 | AAAI | Activity Image-to-Video Retrieval by Disentangling Appearance and Motion. | Liu Liu, Jiangtong Li, Li Niu, Ruicong Xu, Liqing Zhang |
| 2021 | AAAI | Multi-label Few-shot Learning with Semantic Inference (Student Abstract). | Zhen Wang, Yiqun Duan, Liu Liu, Dacheng Tao |
| 2021 | BMVC | OMAD: Object Model with Articulated Deformations for Pose Estimation and Retrieval. | Han Xue, Liu Liu, Wenqiang Xu, Haoyuan Fu, Cewu Lu |
| 2021 | CVPR | PluckerNet: Learn To Register 3D Line Reconstructions. | Liu Liu, Hongdong Li, Haodong Yao, Ruyi Zha |
| 2021 | ICCV | Adaptive Curriculum Learning. | Yajing Kong, Liu Liu, Jun Wang, Dacheng Tao |
| 2021 | ICIP | Reinforcedet: Object Detection By Integrating Reinforcement Learning With Decoupled Pipeline. | Man Zhou, Liu Liu, Rujing Wang |
| 2021 | MICRO | ENMC: Extreme Near-Memory Classification via Approximate Screening. | Liu Liu, Jilan Lin, Zheng Qu, Yufei Ding, Yuan Xie |
| 2021 | PIMRC | Cache-Enabled Pre-Downloading and Post-Uploading Content Delivery Strategies for HSR Communications Using C-RAN. | Jiachi Zhang, Liu Liu, Lu Li, Botao Han, Tao Zhou |
| 2021 | VTC | Deep Learning Based Channel Prediction for Massive MIMO Systems in High-Speed Railway Scenarios. | Chen Xue, Tao Zhou, Haitong Zhang, Liu Liu, Cheng Tao |
| 2021 | SC | Efficient tensor core-based GPU kernels for structured sparsity under reduced precision. | Zhaodong Chen, Zheng Qu, Liu Liu, Yufei Ding, Yuan Xie |
| 2021 | Tencon | Design and Optimization of Piezoelectric Transducers. | Liu Liu, Waleed H. Abdulla |
| 2020 | AAAI | Optimal Feature Transport for Cross-View Image Geo-Localization. | Yujiao Shi, Xin Yu, Liu Liu, Tong Zhang, Hongdong Li |
| 2020 | AISTATS | High Dimensional Robust Sparse Regression. | Liu Liu, Yanyao Shen, Tianyang Li, Constantine Caramanis |
| 2020 | CVPR | DoveNet: Deep Image Harmonization via Domain Verification. | Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang |
| 2020 | CVPR | Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution. | Xibin Song, Yuchao Dai, Dingfu Zhou, Liu Liu, Wei Li, Hongdong Li, Ruigang Yang |
| 2020 | CVPR | Joint 3D Instance Segmentation and Object Detection for Autonomous Driving. | Dingfu Zhou, Jin Fang, Xibin Song, Liu Liu, Junbo Yin, Yuchao Dai, Hongdong Li, Ruigang Yang |
| 2020 | DAC | INVITED: Computation on Sparse Neural Networks and its Implications for Future Hardware. | Fei Sun, Minghai Qin, Tianyun Zhang, Liu Liu, Yen-Kuang Chen, Yuan Xie |
| 2020 | ECCV | Solving the Blind Perspective-n-Point Problem End-to-End with Robust Differentiable Geometric Optimization. | Dylan Campbell, Liu Liu, Stephen Gould |
| 2020 | ICIP | FPHA-Afford: A Domain-Specific Benchmark Dataset for Occluded Object Affordance Estimation in Human-Object-Robot Interaction. | S. Muzamil Hussain, Liu Liu, Wenqiang Xu, Cewu Lu |
| 2020 | ICML | Boosting Deep Neural Network Efficiency with Dual-Module Inference. | Liu Liu, Lei Deng, Zhaodong Chen, Yuke Wang, Shuangchen Li, Jingwei Zhang, Yihua Yang, Zhenyu Gu, Yufei Ding, Yuan Xie |
| 2020 | ICML | Deep Streaming Label Learning. | Zhen Wang, Liu Liu, Dacheng Tao |
| 2020 | MICRO | DUET: Boosting Deep Neural Network Efficiency on Dual-Module Architecture. | Liu Liu, Zheng Qu, Lei Deng, Fengbin Tu, Shuangchen Li, Xing Hu, Zhenyu Gu, Yufei Ding, Yuan Xie |
| 2020 | MOBICOM | Accelerometer-based smartphone eavesdropping. | Zhongjie Ba, Tianhang Zheng, Zhan Qin, Hanlin Yu, Liu Liu, Baochun Li, Xue Liu, Kui Ren |
| 2020 | TrustCom | Doc2vec-based Insider Threat Detection through Behaviour Analysis of Multi-source Security Logs. | Liu Liu, Chao Chen, Jun Zhang, Olivier Y. de Vel, Yang Xiang |
| 2019 | CVPR | Lending Orientation to Neural Networks for Cross-View Geo-Localization. | Liu Liu, Hongdong Li |
| 2019 | HPCC | Bottleneck-Aware Task Scheduling Based on Per-Stage and Multi-ML Profiling. | Tiago Barreto Goes Perez, Xiaobo Zhou, Liu Liu, Zhijun Ding |
| 2019 | ICASSP | Furcax: End-to-end Monaural Speech Separation Based on Deep Gated (De)convolutional Neural Networks with Adversarial Example Training. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Jiqing Han |
| 2019 | ICCV | Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization. | Liu Liu, Hongdong Li, Yuchao Dai |
| 2019 | ICLR | Dynamic Sparse Graph for Efficient Deep Learning. | Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie |
| 2019 | INDIN | Deep Learning based Automatic Approach using Hybrid Global and Local Activated Features towards Large-scale Multi-class Pest Monitoring. | Liu Liu, Rujing Wang, Chengjun Xie, Po Yang, Sud Sudirman, Fangyuan Wang, Rui Li |
| 2019 | Interspeech | End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Shouji Harada, Jiqing Han |
| 2019 | Interspeech | Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han, Anyan Shi |
| 2019 | NSS | Unsupervised Insider Detection Through Neural Feature Learning and Model Optimisation. | Liu Liu, Chao Chen, Jun Zhang, Olivier Y. de Vel, Yang Xiang |
| 2019 | VTC | Key Technologies of Broadband Wireless Communication for Vacuum Tube High-Speed Flying Train. | Chencheng Qiu, Liu Liu, Ye Liu, Zheng Li, Jiachi Zhang, Tao Zhou |
| 2019 | VTC | Doppler Frequency Trajectories of the Mechanical Robot Arm and Automated Guided Vehicle in Industrial Scenarios. | Kun Zhang, Liu Liu, Cheng Tao, Ze Yuan, Tao Zhou, Chencheng Qiu |
| 2019 | VTC | Neural Network Based Denoising in the Wireless Channel Characterization. | Jiachi Zhang, Liu Liu, Tao Zhou, Chencheng Qiu, Kai Wang, Zheyan Piao |
| 2019 | WCNC | Channel Measurement and Characterization for Industrial Internet of Things. | Zhang Kun, Liu Liu, Tao Cheng, Yuan Ze, Jianhua Zhang |
| 2019 | WCNC | Measurement Based Characterization of Electromagnetic Noise for Industrial Internet of Things at Typical Frequency Bands. | Yuan Ze, Liu Liu, Tao Cheng, Zhang Kun, Jianhua Zhang |
| 2019 | UIC | CurveCluster: Automated Recognition of Hard Landing Patterns Based on QAR Curve Clustering. | Xu Li, Jiaxing Shang, Linjiang Zheng, Dajiang Liu, Lin Qi, Liu Liu |
| 2018 | AAAI | Statistical Inference Using SGD. | Tianyang Li, Liu Liu, Anastasios Kyrillidis, Constantine Caramanis |
| 2018 | AAAI | Visual Listening In: Extracting Brand Image Portrayed on Social Media. | Liu Liu, Daria Dzyabura, Natalie Mizik |
| 2018 | ICCCN | PETS: Bottleneck-Aware Spark Tuning with Parameter Ensembles. | Tiago B. G. Perez, Wei Chen, Raymond Ji, Liu Liu, Xiaobo Zhou |
| 2018 | ICCE | Exploring Design Principles for Unplugged Pedagogy of Teaching Computational Thinking and Programming. | Liu Liu, Chee-Kit Looi, Longkai Wu |
| 2018 | ICCE | Understanding and Developing In-Service Teachers' Perceptions towards Teaching in Computational Thinking: Two Studies. | Longkai Wu, Chee-Kit Looi, Liu Liu, Meng-Leong How |
| 2018 | ICDM | Anomaly-Based Insider Threat Detection Using Deep Autoencoders. | Liu Liu, Olivier Y. de Vel, Chao Chen, Jun Zhang, Yang Xiang |
| 2018 | Interspeech | Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu |
| 2018 | Interspeech | Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification. | Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu |
| 2018 | Interspeech | Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu |
| 2018 | WCNC | Analysis of time-frequency-space dispersion and nonstationarity in narrow-strip-shaped networks. | Tao Zhou, Cheng Tao, Liu Liu, Hui Wen, Nan Zhang |
| 2018 | WACV | Discriminative Cross-View Binary Representation Learning. | Liu Liu, Hairong Qi |
| 2017 | ACISP | A New Malware Classification Approach Based on Malware Dynamic Analysis. | Ying Fang, Bo Yu, Yong Tang, Liu Liu, Zexin Lu, Yi Wang, Qiang Yang |
| 2017 | ASPDAC | Building energy-efficient multi-level cell STT-RAM caches with data compression. | Liu Liu, Ping Chi, Shuangchen Li, Yuanqing Cheng, Yuan Xie |
| 2017 | ASRU | Multi-view (Joint) probability linear discrimination analysis for J-vector based text dependent speaker verification. | Ziqiang Shi, Liu Liu, Mengjiao Wang, Rujie Liu |
| 2017 | CNSM | MULE: Multi-layer virtual network embedding. | Shihabur Rahman Chowdhury, Sara Ayoubi, Reaz Ahmed, Nashid Shahriar, Raouf Boutaba, Jeebak Mitra, Liu Liu |
| 2017 | ICCV | Efficient Global 2D-3D Matching for Camera Localization in a Large-Scale 3D Map. | Liu Liu, Hongdong Li, Yuchao Dai |
| 2017 | ICIP | End-to-end binary representation learning via direct binary embedding. | Liu Liu, Alireza Rahimpour, Ali Taalimi, Hairong Qi |
| 2017 | ICIP | Person re-identification using visual attention. | Alireza Rahimpour, Liu Liu, Ali Taalimi, Yang Song, Hairong Qi |
| 2017 | ICIP | Addressing ambiguity in multi-target tracking by hierarchical strategy. | Ali Taalimi, Liu Liu, Hairong Qi |
| 2017 | ICIP | Multi-view task-driven recognition in visual sensor networks. | Ali Taalimi, Alireza Rahimpour, Liu Liu, Hairong Qi |
| 2017 | IM | ReViNE: Reallocation of Virtual Network Embedding to eliminate substrate bottlenecks. | Shihabur Rahman Chowdhury, Reaz Ahmed, Nashid Shahriar, Aimal Khan, Raouf Boutaba, Jeebak Mitra, Liu Liu |
| 2017 | Networking | Joint backup capacity allocation and embedding for survivable virtual networks. | Nashid Shahriar, Shihabur Rahman Chowdhury, Reaz Ahmed, Aimal Khan, Raouf Boutaba, Jeebak Mitra, Liu Liu |
| 2017 | VTC | Research on Propagation Characteristics of Massive MIMO Channel at 1.4725GHz. | Yanping Lu, Cheng Tao, Liu Liu |
| 2017 | VTC | Virtual SIMO Measurement-Based Angular Characterization in High-Speed Railway Scenarios. | Tao Zhou, Cheng Tao, Liu Liu, Hui Wen, Nan Zhang |
| 2017 | WACV | Learning Effective Binary Descriptors via Cross Entropy. | Liu Liu, Hairong Qi |
| 2017 | TrustCom | A Practical Anti-Collusion Hierarchical Identity-Based Non-interactive Key Agreement for Wireless Networks. | Qianqian Xing, Baosheng Wang, Xiaofeng Wang, Jing Tao, Liu Liu |
| 2016 | ACCV | Dictionary Reduction: Automatic Compact Dictionary Learning for Classification. | Yang Song, Zhifei Zhang, Liu Liu, Alireza Rahimpour, Hairong Qi |
| 2016 | GLOBECOM | How Much Training Is Needed in One-Bit Massive MIMO Systems at Low SNR? | Yongzhi Li, Cheng Tao, Liu Liu, Amine Mezghani, A. Lee Swindlehurst |
| 2016 | HCI | Understanding Mobile SNS Usage for Aging People in China: A Perspective from Motivations, Trust and Attitude. | Zhongping Zeng, Liu Liu, Ye Han, Zhaoyin Liu |
| 2016 | ICCAD | NVSim-CAM: a circuit-level simulator for emerging nonvolatile memory based content-addressable memory. | Shuangchen Li, Liu Liu, Peng Gu, Cong Xu, Yuan Xie |
| 2016 | ICDM | Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. | Liu Liu, Dacheng Tao |
| 2016 | VTC | Performance Analysis of Multicasting in Cloud-Radio Access Networks. | Shiwei Jia, Liu Liu, Huiling Jiang, Zhongyuan Zhao, Mugen Peng, Yong Li |
| 2016 | VTC | Optimal Resource Allocation for Massive MIMO over Spatially Correlated Fading Channels. | Yongzhi Li, Cheng Tao, Liu Liu, Lingwen Zhang |
| 2016 | VTC | Sum-Rate Capacity Investigation of Multiuser Massive MIMO Uplink Systems in Semi-Correlated Channels. | Liu Liu, David W. Matolak, Cheng Tao, Yongzhi Li, Houjin Chen |
| 2016 | VTC | The Benefits of Large-Scale Attenuation over the Antenna Array in Massive MIMO Systems. | Liu Liu, David W. Matolak, Cheng Tao, Yongzhi Li, Houjin Chen |
| 2016 | VTC | Investigation on Link Adaptation for LTE-Based Machine Type Communication. | Qin Mu, Liu Liu, Huiling Jiang, Kazuaki Takeda, Ruifeng Ma |
| 2016 | VTC | A Study on Channel Modeling in Tunnel Scenario Based on Propagation-Graph Theory. | Jiachi Zhang, Cheng Tao, Liu Liu, Rongchen Sun |
| 2016 | WCNC | Enhanced listen-before-talk mechanism for licensed assisted access in unlicensed spectrum. | Liu Liu, Yu Jiang, Hiroki Harada, Huiling Jiang |
| 2016 | WCNC | Downlink HARQ enhancement for listen-before-talk based LTE in unlicensed spectrum. | Jing Wang, Liu Liu, Lihui Wang, Hiroki Harada, Huiling Jiang |
| 2016 | WACV | Deep tree-structured face: A unified representation for multi-task facial biometrics. | Rui Guo, Liu Liu, Wei Wang, Ali Taalimi, Chi Zhang, Hairong Qi |
| 2015 | BigData | Risk-Adjusted Monitoring Method for Surgical Data: Methodology for Data Analytics (Work in Progress). | Xin Lai, Liu Liu, Paul B. S. Lai, Kelvin Kam-fai Tsoi, Haitian Wang, Ka Chun Chong, Benny Zee |
| 2015 | GLOBECOM | LTE-Based Channel Measurements for High-Speed Railway Scenarios. | Tao Zhou, Cheng Tao, Sana Salous, Liu Liu, Zhenhui Tan |
| 2015 | VTC | Far Region Boundary Definition of Linear Massive MIMO Antenna Arrays. | Liu Liu, David W. Matolak, Cheng Tao, Yanping Lu, Houjin Chen |
| 2015 | VTC | Stationarity Investigation of a LOS Massive MIMO Channel in Stadium Scenarios. | Liu Liu, Cheng Tao, David W. Matolak, Yanping Lu, Bo Ai, Houjin Chen |
| 2015 | WCNC | On adaptive range expansion for UL-DL imbalance mitigation in HSPA HetNet. | Liu Liu, Yongyu Chang, Sida Song, Dacheng Yang |
| 2014 | ACCV | Transformed Principal Gradient Orientation for Robust and Precise Batch Face Alignment. | Weihong Deng, Jiani Hu, Liu Liu, Jun Guo |
| 2014 | ACCV | Extended Supervised Descent Method for Robust Face Alignment. | Liu Liu, Jiani Hu, Shuo Zhang, Weihong Deng |
| 2014 | ECCV | Recognizing City Identity via Attribute Analysis of Geo-tagged Images. | Bolei Zhou, Liu Liu, Aude Oliva, Antonio Torralba |
| 2014 | IROS | Pose estimation in physical human-machine interactions with application to bicycle riding. | Yizhai Zhang, Kuo Chen, Jingang Yi, Liu Liu |
| 2014 | VTC | Downlink Power Control for Dense Small Cell Deployment in LTE-Advanced. | Mingju Li, Liu Liu, Huiling Jiang |
| 2014 | VTC | On UL-DL Imbalance Mitigation for HSPA Heterogeneous Network. | Liu Liu, Yongyu Chang, Rongqian Qin, Chi Zhang, Dacheng Yang |
| 2014 | VTC | Time Domain Inter-Cell Interference Coordination for Dense Small Cell Deployments. | Jing Wang, Liu Liu, Kazuaki Takeda, Huiling Jiang |
| 2014 | VTC | Ricean K-Factor Measurements and Analysis for Wideband Radio Channels in High-Speed Railway U-Shape Cutting Scenarios. | Tao Zhou, Cheng Tao, Liu Liu, Zhenhui Tan |
| 2013 | MICCAI | Model-Guided Directional Minimal Path for Fully Automatic Extraction of Coronary Centerlines from Cardiac CTA. | Liu Liu, Wenzhe Shi, Daniel Rueckert, Mingxing Hu, Sbastien Ourselin, Xiahai Zhuang |
| 2013 | Mobiquitous | Small Cell Enhancement for LTE-Advanced Release 12 and Application of Higher Order Modulation. | Qin Mu, Liu Liu, Huiling Jiang, Hidetoshi Kayama |
| 2013 | VTC | Search Space Design in Enhanced Physical Downlink Control Channel for LTE-Advanced. | Qin Mu, Liu Liu, Lan Chen, Kazuaki Takeda |
| 2013 | VTC | Channel Measurement and Characterization for HSR U-Shape Groove Scenarios at 2.35 GHz. | Rongchen Sun, Cheng Tao, Liu Liu, Zhenhui Tan |
| 2013 | VTC | A Study on a LTE-Based Channel Sounding Scheme for High-Speed Railway Scenarios. | Tao Zhou, Cheng Tao, Liu Liu, Zhenhui Tan |
| 2013 | WCNC | Search space design of enhanced physical downlink control channel for long term evolution advanced system. | Liu Liu, Qin Mu, Kazuaki Takeda, Lan Chen |
| 2013 | SIGCOMM | Efficient social network data query processing on MapReduce. | Liu Liu, Jiangtao Yin, Lixin Gao |
| 2012 | HPCC | Stable Set Model Based Methods for Large-capacity Client Cache Management. | Mingyang Guo, Liu Liu, Yongle Zhang, Zhenjun Liu, Lu Xu |
| 2012 | PIMRC | The dynamic evolution of multipath components in High-Speed Railway in viaduct scenarios: From the birth-death process point of view. | Liu Liu, Cheng Tao, Jiahui Qiu, Tao Zhou, Rongchen Sun, Houjin Chen |
| 2012 | VTC | Handover Methods Considering Channel Conditions of Multiple Aggregated Carriers. | Mingju Li, Liu Liu, Xiaoming She, Lan Chen |
| 2012 | VTC | Control Channel Design for Carrier Aggregation between LTE FDD and LTE TDD Systems. | Yong Li, Qin Mu, Liu Liu, Lan Chen, Mugen Peng, Wenbo Wang |
| 2012 | VTC | Uplink Control for Low Latency HARQ in TDD Carrier Aggregation. | Yang Lu, Liu Liu, Mingju Li, Lan Chen |
| 2012 | VTC | Broadband Channel Measurement for the High-Speed Railway Based on WCDMA. | Jiahui Qiu, Cheng Tao, Liu Liu, Zhenhui Tan |
| 2011 | CIS | FBctlr - A Novel Approach for Storage Performance Virtualization. | Liu Liu, Zhenhan Liu, Lu Xu, Junwei Zhang |
| 2011 | VTC | Component Carrier Management for Carrier Aggregation in LTE-Advanced System. | Liu Liu, Mingju Li, Juejia Zhou, Xiaoming She, Lan Chen, Yuta Sagae, Mikio Iwamura |
| 2010 | ETFA | Comparison of 4 numerical solvers for stiff and hybrid systems simulation. | Liu Liu, Felix Felgner, Georg Frey |
| 2010 | ITS | A Better Reading Tutor That Listens. | Jack Mostow, Gregory Aist, Juliet Bey, Wei Chen, Albert T. Corbett, Weisi Duan, Nell Duke, Minh Duong, Donna Gates, Jos P. Gonzlez, Octavio Juarez, Martin Kantorzyk, Yuanpeng Li, Liu Liu, Margaret McKeown, Christina Trotochaud, Joseph Valeri, Anders Weinstein, David Yen |
| 2009 | PIMRC | Resource coordination and interference mitigation between macrocell and femtocell. | Yong Bai, Juejia Zhou, Liu Liu, Lan Chen, Hiroyuki Otsuka |
| 2008 | ETFA | Feasibility analysis for networked control systems by simulation in Modelica. | Liu Liu, Georg Frey |
| 2008 | ICNC | Replacement Strategies in Steady-State Multi-objective Evolutionary Algorithm: A Comparative Case Study. | Liu Liu, Minqiang Li, Dan Lin |
| 2008 | PAKDD | A Mixture Model for Expert Finding. | Jing Zhang, Jie Tang, Liu Liu, Juan-Zi Li |
| 2007 | ETFA | Simulation approach for evaluating response times in networked automation systems. | Liu Liu, Georg Frey |
| 2007 | ICNC | A Novel Epsilon-Dominance Multi-objective Evolutionary Algorithms for Solving DRS Multi-objective Optimization Problems. | Liu Liu, Minqiang Li, Dan Lin |