Yichen Qian

According to our database, Yichen Qian authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

Dawei Gao, Haibin Wang, Yaliang Li, Xiuyu Sun, Yichen Qian, Bolin Ding, Jingren Zhou

Proc. VLDB Endow., January, 2024

Accelerating the discovery of low-energy structure configurations: a computational approach that integrates first-principles calculations, Monte Carlo sampling, and Machine Learning.

Md Rajib Khan Musa, Yichen Qian, Jie Peng, David Cereceda

CoRR, 2024

UniDM: A Unified Framework for Data Manipulation with Large Language Models.

Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023

Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition.

Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Toward a Future Network Architecture for Intelligence Services: A Cyber Digital Twin-Based Approach.

Bin Tan, Yichen Qian, Hancheng Lu, Die Hu, Yuedong Xu, Jun Wu

IEEE Netw., 2022

Entroformer: A Transformer-based Entropy Model for Learned Image Compression.

Yichen Qian, Xiuyu Sun, Ming Lin, Zhiyu Tan, Rong Jin

Proceedings of the Tenth International Conference on Learning Representations, 2022

Jmpnet: Joint Motion Prediction for Learning-Based Video Compression.

Dongyang Li, Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Hao Li

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Spatiotemporal Entropy Model is All You Need for Learned Video Compression.

Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Dongyang Li, Yichen Qian, Hao Li

CoRR, 2021

Interpolation Variable Rate Image Compression.

Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Dongyang Li, Hao Li

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Accurate Entropy Model with Global Reference for Image Compression.

Yichen Qian, Zhiyu Tan, Xiuyu Sun, Ming Lin, Dongyang Li, Zhenhong Sun, Hao Li, Rong Jin

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Reinforcement Learning-Based Optimal Computing and Caching in Mobile Edge Network.

Yichen Qian, Rui Wang, Jun Wu, Bin Tan, Haoqi Ren

IEEE J. Sel. Areas Commun., 2020

2019

Survey on Reinforcement Learning Applications in Communication Networks.

Yichen Qian, Jun Wu, Rui Wang, Fusheng Zhu, Wei Zhang

J. Commun. Inf. Networks, 2019

Unsupervised Face Normalization With Extreme Pose and Expression in the Wild.

Yichen Qian, Weihong Deng, Jiani Hu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

On max-min fair allocation for multi-source transmission.

Geng Li, Yichen Qian, Yang Richard Yang

Comput. Commun. Rev., 2018

DDP: Distributed Network Updates in SDN.

Geng Li, Yichen Qian, Chenxingyu Zhao, Yang Richard Yang, Tong Yang

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Task Specific Networks for Identity and Face Variation.

Yichen Qian, Weihong Deng, Jiani Hu

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

JMS: Joint Bandwidth Allocation and Flow Assignment for Transfers with Multiple Sources.

Geng Li, Yichen Qian, Lili Liu, Yang Richard Yang

Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

2017

Balancing Security and Usability in Encrypted Email.

Wei Bai, Doowon Kim, Moses Namara, Yichen Qian, Patrick Gage Kelley, Michelle L. Mazurek

IEEE Internet Comput., 2017

2016

An Inconvenient Trust: User Attitudes toward Security and Usability Tradeoffs for Key-Directory Encryption Systems.

Wei Bai, Moses Namara, Yichen Qian, Patrick Gage Kelley, Michelle L. Mazurek, Doowon Kim

Proceedings of the Twelfth Symposium on Usable Privacy and Security, 2016

2011

Design of high frequency ultrasonic array transducers for medical imaging.

Yichen Qian

PhD thesis, 2011