Tian Ding

According to our database, Tian Ding authored at least 34 papers between 2014 and 2024.

Collaborative distances:

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

2024

MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning.

Yupeng Chen, Senmiao Wang, Zhihang Lin, Zeyu Qin, Yushun Zhang, Tian Ding, Ruoyu Sun

CoRR, 2024

Adam-mini: Use Fewer Learning Rates To Gain More.

Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun

CoRR, 2024

Why Transformers Need Adam: A Hessian Perspective.

Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo

CoRR, 2024

PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming.

Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Haitao Mao, Qian Chen, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Unlocking Black-Box Prompt Tuning Efficiency via Zeroth-Order Optimization.

Heshen Zhan, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Federated Learning With Lossy Distributed Source Coding: Analysis and Optimization.

Huiyuan Yang, Tian Ding, Xiaojun Yuan

IEEE Trans. Commun., August, 2023

A Review of the Motion Planning and Control Methods for Automated Vehicles.

Xiaohua Song, Huihui Gao, Tian Ding, Yunfeng Gu, Jing Liu, Kun Tian

Sensors, July, 2023

Analysis and Optimization of Model Aggregation Performance in Federated Learning.

Huiyuan Yang, Tian Ding, Xiaojun Yuan

Proceedings of the IEEE International Conference on Communications, 2023

2022

Suboptimal Local Minima Exist for Wide Neural Networks with Smooth Activations.

Tian Ding, Dawei Li, Ruoyu Sun

Math. Oper. Res., November, 2022

On the Benefit of Width for Neural Networks: Disappearance of Basins.

Dawei Li, Tian Ding, Ruoyu Sun

SIAM J. Optim., September, 2022

A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems.

Ziyuan Lyu, Tian Ding, Yuwei Fan

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

An Improved PSO Localization Algorithm for UWB Sensor Networks.

Bin Xia, Tao Liu, Tian Ding, Zhi-Qiang Wang

Wirel. Pers. Commun., 2021

An improved Cuckoo search localization algorithm for UWB sensor networks.

Xiaofeng Qin, Bin Xia, Tian Ding, Lei Zhao

Wirel. Networks, 2021

Joint UAV channel modeling and power control for 5G IoT networks.

Xiuhua Fu, Tian Ding, Rongqun Peng, Cong Liu, Mohamed Cheriet

EURASIP J. Wirel. Commun. Netw., 2021

2020

The Global Landscape of Neural Networks: An Overview.

Ruoyu Sun, Dawei Li, Shiyu Liang, Tian Ding, Rayadurgam Srikant

IEEE Signal Process. Mag., 2020

Beamformig Design With Fast Convergence for IRS-Aided Full-Duplex Communication.

Hong Shen, Tian Ding, Wei Xu, Chunming Zhao

IEEE Commun. Lett., 2020

Beamforming Design with Fast Convergence for IRS-Aided Full-Duplex Communication.

Hong Shen, Tian Ding, Wei Xu, Chunming Zhao

CoRR, 2020

Uplink Performance Analysis of UAV Cellular Communications with Power Control.

Xiuhua Fu, Tian Ding, Michel Kadoch, Mohamed Cheriet

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

2019

Performance analysis of dense small cell networks

Tian Ding

PhD thesis, 2019

Sparsity Learning-Based Multiuser Detection in Grant-Free Massive-Device Multiple Access.

Tian Ding, Xiaojun Yuan, Soung Chang Liew

IEEE Trans. Wirel. Commun., 2019

Sub-Optimal Local Minima Exist for Almost All Over-parameterized Neural Networks.

Tian Ding, Dawei Li, Ruoyu Sun

CoRR, 2019

2018

Algorithmic Beamforming Design for MIMO Multiway Relay Channel With Clustered Full Data Exchange.

Tian Ding, Xiaojun Yuan, Soung Chang Liew

IEEE Trans. Veh. Technol., 2018

Performance Analysis of Dense Small Cell Networks With Dynamic TDD.

Tian Ding, Ming Ding, Guoqiang Mao, Zihuai Lin, Albert Y. Zomaya, David López-Pérez

IEEE Trans. Veh. Technol., 2018

Over-Parameterized Deep Neural Networks Have No Strict Local Minima For Any Continuous Activations.

Dawei Li, Tian Ding, Ruoyu Sun

CoRR, 2018

Structured Sparsity Learning Based Multiuser Detection in Massive-Device Multiple Access.

Tian Ding, Xiaojun Yuan, Soung Chang Liew

Proceedings of the IEEE Global Communications Conference, 2018

MAC Layer Performance Analysis of Dense Small Cell Networks with Full Duplex.

Tian Ding, Ming Ding, Guoqiang Mao

Proceedings of the 24th Asia-Pacific Conference on Communications, 2018

2017

On the Degrees of Freedom of the Symmetric Multi-Relay MIMO Y Channel.

Tian Ding, Xiaojun Yuan, Soung Chang Liew

IEEE Trans. Wirel. Commun., 2017

Uplink Performance Analysis of Dense Cellular Networks With LoS and NLoS Transmissions.

Tian Ding, Ming Ding, Guoqiang Mao, Zihuai Lin, David López-Pérez, Albert Y. Zomaya

IEEE Trans. Wirel. Commun., 2017

Network-coded fronthaul transmission for cache-aided C-RAN.

Tian Ding, Xiaojun Yuan, Soung Chang Liew

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

A statistical model for DPA when algorithmic noise is dependent on target.

Shuang Qiu, Rui Zhang, Yuchen Cao, Wei Yang, Yongbin Zhou, Tian Ding

Secur. Commun. Networks, 2016

Degrees of freedom of MIMO Y channel with multiple relays.

Tian Ding, Xiaojun Yuan, Soung Chang Liew

Proceedings of the IEEE International Symposium on Information Theory, 2016

Uplink performance analysis of dense cellular networks with LoS and NLoS transmissions.

Tian Ding, Ming Ding, Guoqiang Mao, Zihuai Lin, David López-Pérez

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015

Lattice-based cooperative communications for two-path relay channels with direct link.

Tian Ding, Xiaojun Yuan, Feifei Gao

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

Inverse transport calculations in optical imaging with subspace optimization algorithms.

Tian Ding, Kui Ren

J. Comput. Phys., 2014