Wei Wen

According to our database, Wei Wen authored at least 52 papers between 2015 and 2025.

Collaborative distances:

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

2025

Towards Automated Model Design on Recommender Systems.

Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen

Trans. Recomm. Syst., September, 2025

2024

InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction.

Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang

CoRR, 2024

CubicML: Automated ML for Large ML Systems Co-design with ML Prediction of Performance.

Wei Wen, Quanyu Zhu, Weiwei Chu, Wen-Yen Chen, Jiyan Yang

CoRR, 2024

AutoML for Large Capacity Modeling of Meta's Ranking Systems.

Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale.

Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape.

Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DistDNAS: Search Efficient Feature Interactions within 2 Hours.

Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen

Proceedings of the IEEE International Conference on Big Data, 2024

2023

SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape.

Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen

CoRR, 2023

Farthest Greedy Path Sampling for Two-shot Recommender Search.

Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen

CoRR, 2023

NASRec: Weight Sharing Neural Architecture Search for Recommender Systems.

Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen

Proceedings of the ACM Web Conference 2023, 2023

2020

AutoGrow: Automatic Layer Growing in Deep Convolutional Networks.

Wei Wen, Feng Yan, Yiran Chen, Hai Li

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TRP: Trained Rank Pruning for Efficient Deep Neural Networks.

Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures.

Huanrui Yang, Wei Wen, Hai Li

Proceedings of the 8th International Conference on Learning Representations, 2020

Neural Predictor for Neural Architecture Search.

Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification.

Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training.

Chunpeng Wu, Wei Wen, Yiran Chen, Hai Li

CoRR, 2019

Joint Pruning on Activations and Weights for Efficient Neural Networks.

Qing Yang, Wei Wen, Zuoguan Wang, Hai Li

CoRR, 2019

AutoGrow: Automatic Layer Growing in Deep Convolutional Networks.

Wei Wen, Feng Yan, Hai Helen Li

CoRR, 2019

Trained Rank Pruning for Efficient Deep Neural Networks.

Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

Joint Regularization on Activations and Weights for Efficient Neural Network Pruning.

Qing Yang, Wei Wen, Zuoguan Wang, Hai Li

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

How to Obtain and Run Light and Efficient Deep Learning Networks.

Fan Chen, Wei Wen, Linghao Song, Jingchi Zhang, Hai Helen Li, Yiran Chen

Proceedings of the International Conference on Computer-Aided Design, 2019

Learning Efficient Sparse Structures in Speech Recognition.

Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen

Proceedings of the IEEE International Conference on Acoustics, 2019

Feature Space Perturbations Yield More Transferable Adversarial Examples.

Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen

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

Exploration of Automatic Mixed-Precision Search for Deep Neural Networks.

Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view.

Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu

Integr., 2018

Trained Rank Pruning for Efficient Deep Neural Networks.

Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

CoRR, 2018

SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning.

Wei Wen, Yandan Wang, Feng Yan, Cong Xu, Yiran Chen, Hai Li

CoRR, 2018

Learning Intrinsic Sparse Structures within Long Short-Term Memory.

Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li

Proceedings of the 6th International Conference on Learning Representations, 2018

Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems.

Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

Running sparse and low-precision neural network: When algorithm meets hardware.

Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

Learning Intrinsic Sparse Structures within Long Short-term Memory.

Wei Wen, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li

CoRR, 2017

Group Scissor: Scaling Neuromorphic Computing Design to Big Neural Networks.

Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai Helen Li

CoRR, 2017

A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system.

Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen

Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017

TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning.

Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Faster CNNs with Direct Sparse Convolutions and Guided Pruning.

Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey

Proceedings of the 5th International Conference on Learning Representations, 2017

Coordinating Filters for Faster Deep Neural Networks.

Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li

Proceedings of the IEEE International Conference on Computer Vision, 2017

MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs.

Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

An FPGA Design Framework for CNN Sparsification and Acceleration.

Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective.

Hsin-Pai Cheng, Wei Wen, Chunpeng Wu, Sicheng Li, Hai Helen Li, Yiran Chen

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks.

Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai (Helen) Li

Proceedings of the 54th Annual Design Automation Conference, 2017

A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation.

Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Classification accuracy improvement for neuromorphic computing systems with one-level precision synapses.

Yandan Wang, Wei Wen, Linghao Song, Hai Helen Li

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

Leveraging Stochastic Memristor Devices in Neuromorphic Hardware Systems.

Miao Hu, Yandan Wang, Wei Wen, Yu Wang, Hai Li

IEEE J. Emerg. Sel. Topics Circuits Syst., 2016

Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size.

Jongsoo Park, Sheng R. Li, Wei Wen, Hai Li, Yiran Chen, Pradeep Dubey

CoRR, 2016

Learning Structured Sparsity in Deep Neural Networks.

Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss.

Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip.

Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen

Proceedings of the 53rd Annual Design Automation Conference, 2016

Thermal optimization for memristor-based hybrid neuromorphic computing systems.

Chi-Ruo Wu, Wei Wen, Tsung-Yi Ho, Yiran Chen

Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015

Hardware acceleration for neuromorphic computing: An evolving view.

Beiye Liu, Xiaoxiao Liu, Chenchen Liu, Wei Wen, M. Meng, Hai Li, Yiran Chen

Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015

A Novel True Random Number Generator Design Leveraging Emerging Memristor Technology.

Yandan Wang, Wei Wen, Hai Li, Miao Hu

Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20, 2015

EDA Challenges for Memristor-Crossbar based Neuromorphic Computing.

Beiye Liu, Wei Wen, Yiran Chen, Xin Li, Chi-Ruo Wu, Tsung-Yi Ho

Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20, 2015

An EDA framework for large scale hybrid neuromorphic computing systems.

Wei Wen, Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen

Proceedings of the 52nd Annual Design Automation Conference, 2015