Changhao Li

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 31

Top Topics

Convolutional Neural Networks

Machine Learning

Scene Reconstruction

Spatial Pyramid

Top Venues

ACM Trans. Graph.

IEEE Signal Process. Lett.

Ad Hoc Networks

Publications

Yinqiu Huang, Shuli Wang, Min Gao, Xue Wei, Changhao Li, Chuan Luo, Yinhua Zhu, Xiong Xiao, Yi Luo
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing. CoRR (2024)
Yinqiu Huang, Shuli Wang, Min Gao, Xue Wei, Changhao Li, Chuan Luo, Yinhua Zhu, Xiong Xiao, Yi Luo
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing. WWW (Companion Volume) (2024)
Zheng Liu, Xinlei Pei, Shanshan Gao, Changhao Li, Jingyao Wang, Junhao Xu
Perceive, Reason, and Align: Context-guided cross-modal correlation learning for image-text retrieval. Appl. Soft Comput. 154 (2024)
Jamie Heredge, Niraj Kumar, Dylan Herman, Shouvanik Chakrabarti, Romina Yalovetzky, Shree Hari Sureshbabu, Changhao Li, Marco Pistoia
Prospects of Privacy Advantage in Quantum Machine Learning. CoRR (2024)
Michael A. Perlin, Ruslan Shaydulin, Benjamin P. Hall, Pierre Minssen, Changhao Li, Kabir Dubey, Richard Rines, Eric R. Anschütz, Marco Pistoia, Pranav Gokhale
Q-CHOP: Quantum constrained Hamiltonian optimization. CoRR (2024)
Haoling Li, Changhao Li, Mengqi Xue, Gongfan Fang, Sheng Zhou, Zunlei Feng, Huiqiong Wang, Yong Wang, Lechao Cheng, Mingli Song, Jie Song
PruningBench: A Comprehensive Benchmark of Structural Pruning. CoRR (2024)
Changhao Li, Xinyu Sun, Peihao Chen, Jugang Fan, Zixu Wang, Yanxia Liu, Jin-Hui Zhu, Chuang Gan, Mingkui Tan
CoNav: A Benchmark for Human-Centered Collaborative Navigation. CoRR (2024)
Romina Yalovetzky, Niraj Kumar, Changhao Li, Marco Pistoia
QC-Forest: a Classical-Quantum Algorithm to Provably Speedup Retraining of Random Forest. CoRR (2024)
Changhao Li, Huanjing Li, Tao Wu, Lei Yan, Suzhi Cao
Realization of maximum flow in DTN and application in CGR. Ad Hoc Networks 152 (2024)
Changhao Li, Zhixin Ma, Dazhi Sun, Guoming Zhang, Jinming Wen
Stochastic IHT With Stochastic Polyak Step-Size for Sparse Signal Recovery. IEEE Signal Process. Lett. 31 (2024)
Changhao Li, Niraj Kumar, Zhixin Song, Shouvanik Chakrabarti, Marco Pistoia
Privacy-preserving quantum federated learning via gradient hiding. CoRR (2023)
Wenjun Jiang, Tianlong Fan, Changhao Li, Chuanfu Zhang, Tao Zhang, Zongfu Luo
Comprehensive Analysis of Network Robustness Evaluation Based on Convolutional Neural Networks with Spatial Pyramid Pooling. CoRR (2023)
Zichang He, Ruslan Shaydulin, Shouvanik Chakrabarti, Dylan Herman, Changhao Li, Yue Sun, Marco Pistoia
Alignment between Initial State and Mixer Improves QAOA Performance for Constrained Portfolio Optimization. CoRR (2023)
Changhao Li, Junfu Guo, Ruizhen Hu, Ligang Liu
Online Scene CAD Recomposition via Autonomous Scanning. ACM Trans. Graph. 42 (6) (2023)
Changhao Li, Boning Li, Omar Amer, Ruslan Shaydulin, Shouvanik Chakrabarti, Guoqing Wang, Haowei Xu, Hao Tang, Isidor Schoch, Niraj Kumar, Charles Lim, Ju Li, Paola Cappellaro, Marco Pistoia
Blind quantum machine learning with quantum bipartite correlator. CoRR (2023)
Yang Jeong Park, Daniel Kaplan, Zhichu Ren, Chia-Wei Hsu, Changhao Li, Haowei Xu, Sipei Li, Ju Li
Can ChatGPT be used to generate scientific hypotheses? CoRR (2023)
Haocheng Xi, Changhao Li, Jianfei Chen, Jun Zhu
Training Transformers with 4-bit Integers. NeurIPS (2023)
Xinyu Sun, Peihao Chen, Liangwei Chen, Changhao Li, Thomas H. Li, Mingkui Tan, Chuang Gan
Masked Motion Encoding for Self-Supervised Video Representation Learning. CVPR (2023)
Niraj Kumar, Jamie Heredge, Changhao Li, Shaltiel Eloul, Shree Hari Sureshbabu, Marco Pistoia
Expressive variational quantum circuits provide inherent privacy in federated learning. CoRR (2023)
Haocheng Xi, Changhao Li, Jianfei Chen, Jun Zhu
Training Transformers with 4-bit Integers. CoRR (2023)
Niraj Kumar, Romina Yalovetzky, Changhao Li, Pierre Minssen, Marco Pistoia
Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification. CoRR (2023)
Ruslan Shaydulin, Changhao Li, Shouvanik Chakrabarti, Matthew DeCross, Dylan Herman, Niraj Kumar, Jeffrey Larson, Danylo Lykov, Pierre Minssen, Yue Sun, Yuri Alexeev, Joan M. Dreiling, John P. Gaebler, Thomas M. Gatterman, Justin A. Gerber, Kevin Gilmore, Dan Gresh, Nathan Hewitt, Chandler V. Horst, Shaohan Hu, Jacob Johansen, Mitchell Matheny, Tanner Mengle, Michael Mills, Steven A. Moses, Brian Neyenhuis, Peter Siegfried, Romina Yalovetzky, Marco Pistoia
Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem. CoRR (2023)
Tiantian Shi, Zhonghua Guo, Changhao Li, Xuting Lan, Xiang Gao, Xiang Yan
Improvement of deep learning Method for water body segmentation of remote sensing images based on attention modules. Earth Sci. Informatics 16 (3) (2023)
Xue Sun, Changhao Li, Lei Yan, Suzhi Cao
A Modeling of TSRCG and Resource Optimization for Multi-task Delivery Guarantee Algorithm Based on CGR Strategy in LEO Satellite Network. CoRR (2022)
Changhao Li, Zezhi Zheng
A Corpus-Based Study of the Usage of Chinese Core Separable Words in the Use of Language. CLSW (1) (2022)
Junfu Guo, Changhao Li, Xi Xia, Ruizhen Hu, Ligang Liu
Asynchronous Collaborative Autoscanning with Mode Switching for Multi-Robot Scene Reconstruction. ACM Trans. Graph. 41 (6) (2022)
Changhao Li, Jianfeng Li, Yuliang Yang
First-Principle Derivation of Single-Photon Entropy and Maxwell-Jüttner Velocity Distribution. Entropy 24 (11) (2022)
Junfu Guo, Changhao Li, Xi Xia, Ruizhen Hu, Ligang Liu
Asynchronous Collaborative Autoscanning with Mode Switching for Multi-Robot Scene Reconstruction. CoRR (2022)
Xue Sun, Changhao Li, Lei Yan, Suzhi Cao
Reinforcement Learning for Cognitive Delay/Disruption Tolerant Network Node Management in an LEO-based Satellite Constellation. CoRR (2022)
Chengtao Cai, Changhao Li
Dynamic positioning of marine vessel based on LQ controller optimized by the MPSO. EITCE (2020)
Haifan Gong, Limin Chen, Changhao Li, Jun Zeng, Xichen Tao, Yue Wang
Online Tracking and Relocation Based on a New Rotation-Invariant Haar-Like Statistical Descriptor in Endoscopic Examination. IEEE Access 8 (2020)