Cheng Lu

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 131

Top Venues

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Cheng Lu, Yuan Zong, Hailun Lian, Yan Zhao, Björn W. Schuller, Wenming Zheng
Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation. CoRR (2024)
Cheng Lu, Wenguo Yang
Fast deterministic algorithms for non-submodular maximization with strong performance guarantees. J. Glob. Optim. 89 (3) (2024)
Chao Yang, Yong Fan, Cheng Lu
Dropout Multi-Head Attention for Single Image Super-Resolution. ICASSP (2024)
Yong Wang, Cheng Lu, Hailun Lian, Yan Zhao, Björn W. Schuller, Yuan Zong, Wenming Zheng
Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition. CoRR (2024)
Wenbin Dong, Cheng Lu, Le Bao, Wenqi Li, Kyoosik Shin, Changsoo Han
A Planar Multi-Inertial Navigation Strategy for Autonomous Systems for Signal-Variable Environments. Sensors 24 (4) (2024)
Chen Bai, Zeman Shao, Guoxiang Zhang, Di Liang, Jie Yang, Zhuorui Zhang, Yujian Guo, Chengzhang Zhong, Yiqiao Qiu, Zhendong Wang, Yichen Guan, Xiaoyin Zheng, Tao Wang, Cheng Lu
Anything in Any Scene: Photorealistic Video Object Insertion. CoRR (2024)
Ke Yan, Cheng Lu, Xiang Ma, Zhiwei Ji, Jing Huang
Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning. Expert Syst. Appl. 240 (2024)
Ziwen Li, Bo Xu, Jiake Xie, Yong Tang, Cheng Lu
SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation. WACV (2024)
Torpong Nitayanont, Cheng Lu, Dorit S. Hochbaum
Path of Solutions for Fused Lasso Problems. ICPRAM (2024)
Ziwen Li, Bo Xu, Cheng Lu
KD-Former: Transformer Knowledge Distillation for Image Matting. ICASSP (2024)
Cheng Lu, Jiusun Zeng, Yu Xia, Jinhui Cai, Shihua Luo
Energy-based Model for Accurate Shapley Value Estimation in Interpretable Deep Learning Predictive Modeling. CoRR (2024)
Lingling Yang, Jizheng Zhao, Xiaoyi Ying, Cheng Lu, Xinyi Zhou, Yannian Gao, Lei Wang, Han Liu, Huaibo Song
Utilization of deep learning models to predict calving time in dairy cattle from tail acceleration data. Comput. Electron. Agric. 225 (2024)
Da Teng, Yun-Wen Feng, Cheng Lu, Jia-Qi Liu, Jun-Yu Chen
Vectorial generative adversarial surrogate modeling reliability evaluation framework for engineering structural systems. Reliab. Eng. Syst. Saf. 247 (2024)
Yan Zhao, Jincen Wang, Cheng Lu, Sunan Li, Björn W. Schuller, Yuan Zong, Wenming Zheng
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition. CoRR (2024)
Haozhe Ji, Cheng Lu, Yilin Niu, Pei Ke, Hongning Wang, Jun Zhu, Jie Tang, Minlie Huang
Towards Efficient and Exact Optimization of Language Model Alignment. CoRR (2024)
Tianyu Pang, Cheng Lu, Chao Du, Min Lin, Shuicheng Yan, Zhijie Deng
On Calibrating Diffusion Probabilistic Models. NeurIPS (2023)
Wei-Huang Pan, Yun-Wen Feng, Cheng Lu, Jia-Qi Liu
Analyzing the operation reliability of aeroengine using Quick Access Recorder flight data. Reliab. Eng. Syst. Saf. 235 (2023)
Tianyu Pang, Cheng Lu, Chao Du, Min Lin, Shuicheng Yan, Zhijie Deng
On Calibrating Diffusion Probabilistic Models. CoRR (2023)
Kaiwen Zheng, Cheng Lu, Jianfei Chen, Jun Zhu
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs. CoRR (2023)
Hanzhong Guo, Cheng Lu, Fan Bao, Tianyu Pang, Shuicheng Yan, Chao Du, Chongxuan Li
Gaussian Mixture Solvers for Diffusion Models. NeurIPS (2023)
Zhengyi Wang, Cheng Lu, Yikai Wang, Fan Bao, Chongxuan Li, Hang Su, Jun Zhu
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation. CoRR (2023)
Yong Wang, Cheng Lu, Yuan Zong, Hailun Lian, Yan Zhao, Sunan Li
Time-Frequency Transformer: A Novel Time Frequency Joint Learning Method for Speech Emotion Recognition. ICONIP (9) (2023)
Daofei Li, Biao Xu, Linhui Chen, Binbin Tang, Tingzhe Yu, Keyuan Zhou, Nan Qie, Yilei Shi, Cheng Lu, Haimo Zhang
MOSI APP - A Motion Cueing Application to Mitigate Car Sickness While Performing Non-driving Task. HCI (39) (2023)
Cheng Lu, Wenguo Yang, Suixiang Gao
Streaming algorithms for maximizing the difference of submodular functions and the sum of submodular and supermodular functions. Optim. Lett. 17 (7) (2023)
Yong Wang, Cheng Lu, Yuan Zong, Hailun Lian, Yan Zhao, Sunan Li
Time-Frequency Transformer: A Novel Time Frequency Joint Learning Method for Speech Emotion Recognition. CoRR (2023)
Cheng Lu, Xuan Wei, Xiaobo Lu
AST: Annulus Swin Transformer For Pedestrians Detection Under Top-view Fisheye Image. ICCPR (2023)
Sunan Li, Yuan Zong, Cheng Lu, Chuangan Tang, Yan Zhao
Group Sparse Reduced Rank Tensor Regression for Micro-Expression Recognition. IEICE Trans. Inf. Syst. 106 (4) (2023)
Tingting Liang, Cheng Yuan, Cheng Lu, Youhuizi Li, Junfeng Yuan, Yuyu Yin
Efficient one-off clustering for personalized federated learning. Knowl. Based Syst. 277 (2023)
Zihan Chen, Lei Nico Zheng, Cheng Lu, Jialu Yuan, Di Zhu
ChatGPT Informed Graph Neural Network for Stock Movement Prediction. CoRR (2023)
Cheng Lu, Hailun Lian, Wenming Zheng, Yuan Zong, Yan Zhao, Sunan Li
Learning Local to Global Feature Aggregation for Speech Emotion Recognition. CoRR (2023)
Kaiwen Zheng, Cheng Lu, Jianfei Chen, Jun Zhu
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics. NeurIPS (2023)
Runyu Mao, Chen Bai, Yatong An, Fengqing Zhu, Cheng Lu
3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching. ECCV (28) (2022)
Cheng Lu, Dorit S. Hochbaum
A unified approach for a 1D generalized total variation problem. Math. Program. 194 (1) (2022)
Changwei Xu, Jianfei Yang, Haoran Tang, Han Zou, Cheng Lu, Tianshuo Zhang
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation. CoRR (2022)
Yueyue Wang, Xiujuan Lei, Cheng Lu, Yi Pan
Predicting Microbe-Disease Association Based on Multiple Similarities and LINE Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Ziwen Li, Bo Xu, Han Huang, Cheng Lu, Yandong Guo
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation. WACV (2022)
Sheng Li, Xueting Kong, Cheng Lu, Jinhui Zhu, Xiongxiong He, Ruibiao Fu
GCA-Net: global context attention network for intestinal wall vascular segmentation. Int. J. Comput. Assist. Radiol. Surg. 17 (3) (2022)
Franklin Mingzhe Li, Cheng Lu, Zhicong Lu, Patrick Carrington, Khai N. Truong
An Exploration of Captioning Practices and Challenges of Individual Content Creators on YouTube for People with Hearing Impairments. CoRR (2022)
Jianwei Lin, Jiatai Lin, Cheng Lu, Hao Chen, Huan Lin, Bingchao Zhao, Zhenwei Shi, Bingjiang Qiu, Xipeng Pan, Zeyan Xu, Biao Huang, Changhong Liang, Guoqiang Han, Zaiyi Liu, Chu Han
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation. CoRR (2022)
Junyong Hao, Shunzhou Ye, Cheng Lu, Fei Dong, Jingang Liu, Dong Pi
Soft-label Learn for No-Intrusive Speech Quality Assessment. INTERSPEECH (2022)
Yufeng Deng, Anbai Jiang, Yuchen Duan, Jitao Ma, Xuchu Chen, Jia Liu, Pingyi Fan, Cheng Lu, Wei-Qiang Zhang
Ensemble of Multiple Anomalous Sound Detectors. DCASE (2022)
Franklin Mingzhe Li, Cheng Lu, Zhicong Lu, Patrick Carrington, Khai N. Truong
An Exploration of Captioning Practices and Challenges of Individual Content Creators on YouTube for People with Hearing Impairments. Proc. ACM Hum. Comput. Interact. 6 (CSCW1) (2022)
Cheng Lu, Wenguo Yang, Ruiqi Yang, Suixiang Gao
Maximizing a non-decreasing non-submodular function subject to various types of constraints. J. Glob. Optim. 83 (4) (2022)
Chu Han, Xipeng Pan, Lixu Yan, Huan Lin, Bingbing Li, Su Yao, Shanshan Lv, Zhenwei Shi, Jinhai Mai, Jiatai Lin, Bingchao Zhao, Zeyan Xu, Zhizhen Wang, Yumeng Wang, Yuan Zhang, Huihui Wang, Chao Zhu, Chunhui Lin, Lijian Mao, Min Wu, Luwen Duan, Jingsong Zhu, Dong Hu, Zijie Fang, Yang Chen, Yongbing Zhang, Yi Li, Yiwen Zou, Yiduo Yu, Xiaomeng Li, Haiming Li, Yanfen Cui, Guoqiang Han, Yan Xu, Jun Xu, Huihua Yang, Chunming Li, Zhenbing Liu, Cheng Lu, Xin Chen, Changhong Liang, Qingling Zhang, Zaiyi Liu
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma. CoRR (2022)
Cheng Lu, Wenguo Yang, Suixiang Gao
A new greedy strategy for maximizing monotone submodular function under a cardinality constraint. J. Glob. Optim. 83 (2) (2022)
Runyu Mao, Chen Bai, Yatong An, Fengqing Zhu, Cheng Lu
3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching. CoRR (2022)
Wei Zhiwei, Ding Su, Wenjia Xu, Cheng Lu, Zhang Song, Wang Yang
Circular cartograms via the elastic beam algorithm originated from cartographic generalization. CoRR (2022)
Ming Lei, Bin Yu, Scott Fowler, Xingjun Zhang, Cheng Lu
Throughput Maximization in Backbone-Assisted Wireless Powered Communication Networks With Successive Interference Cancellation. IEEE Commun. Lett. 25 (8) (2021)
Xinkai Qiu, Cheng Lu, Yinying Zhou, Shuyang Chen
The Study of Grading Method and Application Performance of Management Systems of Rural Potable Water Treatment Plants. MMBD/MLIS (2021)
Xinsong Zhang, Yangyang Xu, Shengnan Lu, Cheng Lu, Yunxiang Guo
Joint Planning of Distributed PV Stations and EV Charging Stations in the Distribution Systems Based on Chance-Constrained Programming. IEEE Access 9 (2021)
Bo Xu, Han Huang, Cheng Lu, Ziwen Li, Yandong Guo
Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction. CoRR (2021)
Cheng Lu, Wenxia Hong, Yiting Wang, Defeng Zhao
Study on the Coupling Coordination of Urban Infrastructure and Population in the Perspective of Urban Integration. IEEE Access 9 (2021)
Cheng Lu, Jianfei Chen, Chongxuan Li, Qiuhao Wang, Jun Zhu
Implicit Normalizing Flows. ICLR (2021)
Cheng Lu, Wenguo Yang, Suixiang Gao
Regularized Non-monotone Submodular Maximization. CoRR (2021)
Xiaoxu Li, Wenming Zheng, Yuan Zong, Hongli Chang, Cheng Lu
Attention-based Spatio-Temporal Graphic LSTM for EEG Emotion Recognition. IJCNN (2021)
Hongming Xu, Lina Liu, Xiujuan Lei, Mrinal Mandal, Cheng Lu
An unsupervised method for histological image segmentation based on tissue cluster level graph cut. Comput. Medical Imaging Graph. 93 (2021)
Cheng Lu, Zhibin Deng
A branch-and-bound algorithm for solving max-k-cut problem. J. Glob. Optim. 81 (2) (2021)
Ziwen Li, Bo Xu, Han Huang, Cheng Lu, Yandong Guo
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation. CoRR (2021)
Cheng Lu, Jianfei Chen, Chongxuan Li, Qiuhao Wang, Jun Zhu
Implicit Normalizing Flows. CoRR (2021)
Cheng Lu, Can Fahrettin Koyuncu, Germán Corredor, Prateek Prasanna, Patrick Leo, Xiangxue Wang, Andrew Janowczyk, Kaustav Bera, James Lewis, Vamsidhar Velcheti, Anant Madabhushi
Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers. Medical Image Anal. 68 (2021)
Amogh Hiremath, Kaustav Bera, Lei Yuan, Pranjal Vaidya, Mehdi Alilou, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Amogh Hiremath, Lei Yuan, Rakesh Shiradkar, Kaustav Bera, Vidya Sankar Viswanathan, Pranjal Vaidya, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of Infiltrates for COVID-19 Prognosis. MICCAI (7) (2021)
Tingxue Xu, Yuqi Chen, Cheng Lu, Haijun Li, Jiapeng Lv
Importance Measure of Equipment Task Based on Operational Dependency of SoS. IEEE Access 9 (2021)
Li He, Cheng Lu, Chengcai Leng
Introduction to the special section on Medical Image Processing with Deep Learning (SI-mip). Comput. Electr. Eng. 81 (2020)
Florian Jarre, Felix Lieder, Ya-Feng Liu, Cheng Lu
Set-completely-positive representations and cuts for the max-cut polytope and the unit modulus lifting. J. Glob. Optim. 76 (4) (2020)
Xingxun Jiang, Yuan Zong, Wenming Zheng, Chuangao Tang, Wanchuang Xia, Cheng Lu, Jiateng Liu
DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild. ACM Multimedia (2020)
Xiaodong Huang, Lei Peng, Cheng Lu, Jing Bi, Haitao Yuan
A Deep Learning Approach to Large-Scale Light Curve Prediction and Real-Time Anomaly Detection with Grubbs Criterion. ICNSC (2020)
Zhecan Wang, Jian Zhao, Cheng Lu, Han Huang, Fan Yang, Lianji Li, Yandong Guo
Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild. WACV (2020)
Dorit S. Hochbaum, Cheng Lu
Erratum: A Faster Algorithm Solving a Generalization of Isotonic Median Regression and a Class of Fused Lasso Problems. SIAM J. Optim. 30 (1) (2020)
Xingxun Jiang, Yuan Zong, Wenming Zheng, Chuangao Tang, Wanchuang Xia, Cheng Lu, Jiateng Liu
DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild. CoRR (2020)
Bo Xu, Cheng Lu, Yandong Guo, Jacob Wang
Discriminative Multi-Modality Speech Recognition. CVPR (2020)
Ruiwen Ding, Prateek Prasanna, Germán Corredor, Cheng Lu, Priya Velu, Khoi Le, Patrick Leo, Niha G. Beig, Vamsidhar Velcheti, David L. Rimm, Kurt A. Schalper, Anant Madabhushi
Compactness measures of tumor infiltrating lymphocytes in lung adenocarcinoma are associated with overall patient survival and immune scores. Medical Imaging: Digital Pathology (2020)
Bo Xu, Cheng Lu, Yandong Guo, Jacob Wang
Discriminative Multi-modality Speech Recognition. CoRR (2020)
Cheng Lu
Structure and Algorithm for Path of Solutions to a Class of Fused Lasso Problems. CoRR (2020)
Cheng Lu, Peng Xu, Lin-Hu Cong
Fault diagnosis model based on Granular Computing and Echo State Network. Eng. Appl. Artif. Intell. 94 (2020)
Zhecan Wang, Jian Zhao, Cheng Lu, Han Huang, Fan Yang, Lianji Li, Yandong Guo
Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild. CoRR (2020)
Zhicong Lu, Yue Jiang, Cheng Lu, Mor Naaman, Daniel Wigdor
The Government's Dividend: Complex Perceptions of Social Media Misinformation in China. CHI (2020)
Yuli Chen, Xingwei Li, Huiting Yao, Xue Li, Miao Ma, Zhao Pei, Cheng Lu
Adherent Nuclei Edge Detection Based on Caps-Unet. ISPA/BDCloud/SocialCom/SustainCom (2020)
Can Fahrettin Koyuncu, Andrew Janowczyk, Cheng Lu, Patrick Leo, Mehdi Alilou, Adam K. Glaser, Nicholas P. Reder, Jonathan T. C. Liu, Anant Madabhushi
Three-dimensional histo-morphometric features from light sheet microscopy images result in improved discrimination of benign from malignant glands in prostate cancer. Medical Imaging: Digital Pathology (2020)
Cheng Lu, Yun-Wen Feng, Cheng-Wei Fei, Siqi Bu
Improved Decomposed-Coordinated Kriging Modeling Strategy for Dynamic Probabilistic Analysis of Multicomponent Structures. IEEE Trans. Reliab. 69 (2) (2020)
Zhibin Deng, Cheng Lu, Ye Tian, Jian Luo
Globally solving extended trust region subproblems with two intersecting cuts. Optim. Lett. 14 (7) (2020)
Jiateng Liu, Wenming Zheng, Yuan Zong, Cheng Lu, Chuangao Tang
Cross-Corpus Speech Emotion Recognition Based on Deep Domain-Adaptive Convolutional Neural Network. IEICE Trans. Inf. Syst. (2) (2020)
Jianfei Chen, Cheng Lu, Biqi Chenli, Jun Zhu, Tian Tian
VFlow: More Expressive Generative Flows with Variational Data Augmentation. CoRR (2020)
Jianfei Chen, Cheng Lu, Biqi Chenli, Jun Zhu, Tian Tian
VFlow: More Expressive Generative Flows with Variational Data Augmentation. ICML (2020)
Bo Xu, Jacob Wang, Cheng Lu, Yandong Guo
Watch to Listen Clearly: Visual Speech Enhancement Driven Multi-modality Speech Recognition. WACV (2020)
Cheng Lu, Yun-Wen Feng, Cheng-Wei Fei, Siqi Bu
Decomposed-Coordinated Framework With Enhanced Extremum Kriging for Multicomponent Dynamic Probabilistic Failure Analyses. IEEE Access 7 (2019)
Sunan Li, Wenming Zheng, Yuan Zong, Cheng Lu, Chuangao Tang, Xingxun Jiang, Jiateng Liu, Wanchuang Xia
Bi-modality Fusion for Emotion Recognition in the Wild. ICMI (2019)
Keyu Yan, Wenming Zheng, Tong Zhang, Yuan Zong, Chuangao Tang, Cheng Lu, Zhen Cui
Cross-Domain Facial Expression Recognition Based on Transductive Deep Transfer Learning. IEEE Access 7 (2019)
Xiuzhen Chen, Xiaoyan Zhou, Cheng Lu, Yuan Zong, Wenming Zheng, Chuangao Tang
Target-Adapted Subspace Learning for Cross-Corpus Speech Emotion Recognition. IEICE Trans. Inf. Syst. (12) (2019)
Fan Yang, Cheng Lu, Yandong Guo, Longin Jan Latecki, Haibin Ling
Dually Supervised Feature Pyramid for Object Detection and Segmentation. CoRR (2019)
Cheng Lu, Ya-Feng Liu, Wei-Qiang Zhang, Shuzhong Zhang
Tightness of a New and Enhanced Semidefinite Relaxation for MIMO Detection. SIAM J. Optim. 29 (1) (2019)
Huimin Wang, Liang Hua, Yunxiang Guo, Cheng Lu
Control of Z-Axis MEMS Gyroscope Using Adaptive Fractional Order Dynamic Sliding Mode Approach. IEEE Access 7 (2019)
Wenming Zheng, Cheng Lu, Zhouchen Lin, Tong Zhang, Zhen Cui, Wankou Yang
-Norm Heteroscedastic Discriminant Analysis Under Mixture of Gaussian Distributions. IEEE Trans. Neural Networks Learn. Syst. 30 (10) (2019)
Andrey Kolobov, Yuval Peres, Cheng Lu, Eric Horvitz
Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling. NeurIPS (2019)
Prateek Prasanna, Justis Ehlers, Vishal Bobba, Natalia Figueredo, Cheng Lu, Sumit Sharma, Sunil Srivastava, Anant Madabhushi
Spatial arrangement of leakage patterns in diabetic macular edema is associated with tolerance of aflibercept treatment interval length: preliminary findings. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Cheng Lu, Ya-Feng Liu, Jing Zhou
An Enhanced SDR based Global Algorithm for Nonconvex Complex Quadratic Programs with Signal Processing Applications. CoRR (2019)
Cheng Lu, Zhibin Deng, Jing Zhou, Xiaoling Guo
A sensitive-eigenvector based global algorithm for quadratically constrained quadratic programming. J. Glob. Optim. 73 (2) (2019)
Ya-Feng Liu, Zi Xu, Cheng Lu
On the Equivalence of Semidifinite Relaxations for MIMO Detection with General Constellations. CoRR (2019)
Cheng Lu, Tingxue Xu, Lin-Hu Cong
Condition-based maintenance decision based on inverse gaussian deterioration process under the condition of regular detection and maintenance. J. Intell. Fuzzy Syst. 37 (4) (2019)
Ya-Feng Liu, Zi Xu, Cheng Lu
On the Equivalence of Semidifinite Relaxations for MIMO Detection with General Constellations. ICASSP (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cheng Lu