Di He

According to our database, Di He authored at least 184 papers between 2001 and 2023.

Collaborative distances:

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

2023

Rethinking the Expressive Power of GNNs via Graph Biconnectivity.

Bohang Zhang, Shengjie Luo, Liwei Wang, Di He

CoRR, 2023

DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets.

Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang

CoRR, 2023

2022

GNSS Interference Type Recognition With Fingerprint Spectrum DNN Method.

Xin Chen, Di He, Xinyu Yan, Wenxian Yu, Trieu-Kien Truong

IEEE Trans. Aerosp. Electron. Syst., 2022

Generating robust real-time object detector with uncertainty via virtual adversarial training.

Yipeng Chen, Ke Xu, Di He, Xiaojuan Ban

Int. J. Mach. Learn. Cybern., 2022

Improved cross entropy loss for noisy labels in vision leaf disease classification.

Yipeng Chen, Ke Xu, Peng Zhou, Xiaojuan Ban, Di He

IET Image Process., 2022

Matching entropy based disparity estimation from light field.

Ligen Shi, Chang Liu, Di He, Xing Zhao, Jun Qiu

CoRR, 2022

Denoising Masked AutoEncoders are Certifiable Robust Vision Learners.

Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang, Liwei Wang, Di He

CoRR, 2022

Online Training Through Time for Spiking Neural Networks.

Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin

CoRR, 2022

Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective.

Bohang Zhang, Du Jiang, Di He, Liwei Wang

CoRR, 2022

One Transformer Can Understand Both 2D & 3D Molecular Data.

Shengjie Luo, Tianlang Chen, Yixian Xu, Shuxin Zheng, Tie-Yan Liu, Di He, Liwei Wang

CoRR, 2022

Adversarial Noises Are Linearly Separable for (Nearly) Random Neural Networks.

Huishuai Zhang, Da Yu, Yiping Lu, Di He

CoRR, 2022

Is L² Physics-Informed Loss Always Suitable for Training Physics-Informed Neural Network?

Chuwei Wang, Shanda Li, Di He, Liwei Wang

CoRR, 2022

Your Transformer May Not be as Powerful as You Expect.

Shengjie Luo, Shanda Li, Shuxin Zheng, Tie-Yan Liu, Liwei Wang, Di He

CoRR, 2022

METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals.

Payal Bajaj, Chenyan Xiong, Guolin Ke, Xiaodong Liu, Di He, Saurabh Tiwary, Tie-Yan Liu, Paul Bennett, Xia Song, Jianfeng Gao

CoRR, 2022

Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets.

Yu Shi, Shuxin Zheng, Guolin Ke, Yifei Shen, Jiacheng You, Jiyan He, Shengjie Luo, Chang Liu, Di He, Tie-Yan Liu

CoRR, 2022

Learning Physics-Informed Neural Networks without Stacked Back-propagation.

Di He, Wenlei Shi, Shanda Li, Xiaotian Gao, Jia Zhang, Jiang Bian, Liwei Wang, Tie-Yan Liu

CoRR, 2022

Wireless Localization Method Using the Distributed Iterative Stochastic-Resonance-Based Signal Spectral Combination.

Di He, Lieen Guo, Jiaqing Qu, Chih-Chun Ho

IEEE Access, 2022

HousE: Knowledge Graph Embedding with Householder Parameterization.

Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang

Proceedings of the International Conference on Machine Learning, 2022

Boosting the Certified Robustness of L-infinity Distance Nets.

Bohang Zhang, Du Jiang, Di He, Liwei Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

VADOI: Voice-Activity-Detection Overlapping Inference for End-To-End Long-Form Speech Recognition.

Jinhan Wang, Xiaosu Tong, Jinxi Guo, Di He, Roland Maas

Proceedings of the IEEE International Conference on Acoustics, 2022

Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart.

Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Finding the Dominant Winning Ticket in Pre-Trained Language Models.

Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Learn Biologically Meaningful Representation with Transfer Learning.

Di He

PhD thesis, 2021

Multi-BS Spatial Spectrum Fusion for 2-D DOA Estimation and Localization Using UCA in Massive MIMO System.

Di He, Xin Chen, Ling Pei, Fusheng Zhu, Lingge Jiang, Wenxian Yu

IEEE Trans. Instrum. Meas., 2021

A Novel Wireless Localization Approach Using Twice Receiving Array Spectra Fusions and ASSR Networks.

Di He, Ling Pei, Xin Chen, Lingge Jiang, Lijuan Sun, Jiaqing Qu, Wenxian Yu

IEEE Trans. Commun., 2021

Energy-Efficient Beamforming for Beamspace HAP-NOMA Systems.

Pingping Ji, Lingge Jiang, Chen He, Zhuxian Lian, Di He

IEEE Commun. Lett., 2021

Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology.

Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie

CoRR, 2021

Can Vision Transformers Perform Convolution?

Shanda Li, Xiangning Chen, Di He, Cho-Jui Hsieh

CoRR, 2021

First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track.

Chengxuan Ying, Mingqi Yang, Shuxin Zheng, Guolin Ke, Shengjie Luo, Tianle Cai, Chenglin Wu, Yuxin Wang, Yanming Shen, Di He

CoRR, 2021

Do Transformers Really Perform Bad for Graph Representation?

Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu

CoRR, 2021

Adversarial Training with Rectified Rejection.

Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu

CoRR, 2021

Transformers with Competitive Ensembles of Independent Mechanisms.

Alex Lamb, Di He, Anirudh Goyal, Guolin Ke, Chien-Feng Liao, Mirco Ravanelli, Yoshua Bengio

CoRR, 2021

LazyFormer: Self Attention with Lazy Update.

Chengxuan Ying, Guolin Ke, Di He, Tie-Yan Liu

CoRR, 2021

Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder.

Shuqi Lu, Chenyan Xiong, Di He, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk

CoRR, 2021

Revisiting Language Encoding in Learning Multilingual Representations.

Shengjie Luo, Kaiyuan Gao, Shuxin Zheng, Guolin Ke, Di He, Liwei Wang, Tie-Yan Liu

CoRR, 2021

Towards Certifying 𝓁_∞ Robustness using Neural Networks with 𝓁_∞-dist Neurons.

Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang

CoRR, 2021

CODE-AE: A Coherent De-confounding Autoencoder for Predicting Patient-Specific Drug Response From Cell Line Transcriptomics.

Di He, Lei Xie

CoRR, 2021

A cross-level information transmission network for hierarchical omics data integration and phenotype prediction from a new genotype.

Di He, Lei Xie

Bioinform., 2021

Do Transformers Really Perform Badly for Graph Representation?

Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding.

Shengjie Luo, Shanda Li, Tianle Cai, Di He, Dinglan Peng, Shuxin Zheng, Guolin Ke, Liwei Wang, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The Open Catalyst Challenge 2021: Competition Report.

Abhishek Das, Muhammed Shuaibi, Aini Palizhati, Siddharth Goyal, Aditya Grover, Adeesh Kolluru, Janice Lan, Ammar Rizvi, Anuroop Sriram, Brandon M. Wood, Devi Parikh, Zachary W. Ulissi, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Beam Selection Algorithm for Beamspace HAP-MIMO Systems Based on Statistical CSI.

Shiyi Zou, Lingge Jiang, Pingping Ji, Chen He, Di He, Guorong Zhang

Proceedings of the 2021 International Conference on Networking and Network Applications, 2021

A Modified K-means User Grouping Design for HAP Massive MIMO Systems.

Guorong Zhang, Lingge Jiang, Pingping Ji, Shiyi Zou, Chen He, Di He

Proceedings of the 2021 International Conference on Networking and Network Applications, 2021

wav2vec-C: A Self-Supervised Model for Speech Representation Learning.

Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons.

Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

How could Neural Networks understand Programs?

Dinglan Peng, Shuxin Zheng, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu

Proceedings of the 38th International Conference on Machine Learning, 2021

GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training.

Tianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

Rethinking Positional Encoding in Language Pre-training.

Guolin Ke, Di He, Tie-Yan Liu

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

Taking Notes on the Fly Helps Language Pre-Training.

Qiyu Wu, Chen Xing, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu

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

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder.

Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Distortionless MVDR Beamformer for Conformal Array GNSS Receiver.

Han Li, Di He, Xin Chen, Jiaqing Qu, Lieen Guo

Proceedings of the Communications and Networking - 16th EAI International Conference, 2021

2020

Enhancing mmWave DOA Estimation by Cumulative Power Gradient At Low SNR.

Longwei Tian, Changqing Xu, Dan Chen, Di He, Trieu-Kien Truong

IEEE Signal Process. Lett., 2020

A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine.

Di He, Lei Xie

CoRR, 2020

Taking Notes on the Fly Helps BERT Pre-training.

Qiyu Wu, Chen Xing, Yatao Li, Guolin Ke, Di He, Tie-Yan Liu

CoRR, 2020

Transferred Discrepancy: Quantifying the Difference Between Representations.

Yunzhen Feng, Runtian Zhai, Di He, Liwei Wang, Bin Dong

CoRR, 2020

MC-BERT: Efficient Language Pre-Training via a Meta Controller.

Zhenhui Xu, Linyuan Gong, Guolin Ke, Di He, Shuxin Zheng, Liwei Wang, Jiang Bian, Tie-Yan Liu

CoRR, 2020

Dynamic EV Charging Pricing Methodology for Facilitating Renewable Energy With Consideration of Highway Traffic Flow.

Suyang Zhou, Wei Gu, Yue Qiu, Fenghua Zou, Di He, Peng Yu, Jinqiao Du, Xiner Luo, Chengliang Wang, Zhi Wu

IEEE Access, 2020

SLNR Based Hybrid Precoding for HAP Massive MIMO Systems with Limited RF Chains.

Jian Zhang, Lingge Jiang, Pingping Ji, Chen He, Di He, Wenjun Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

RavenFlow: Congestion-Aware Load Balancing in 5G Base Station Network.

Wenjun Wu, Lingge Jiang, Chen He, Di He, Jian Zhang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations.

Xufang Luo, Qi Meng, Di He, Wei Chen, Yunhong Wang

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

Reducing the Receiving Array Complexity By Using the Parallel Stochastic Resonance System.

Di He, Fusheng Zhu, Lijuan Sun, Wenxian Yu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

On Layer Normalization in the Transformer Architecture.

Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu

Proceedings of the 37th International Conference on Machine Learning, 2020

Incorporating BERT into Neural Machine Translation.

Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

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

MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius.

Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang

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

Localization of 3-D Near-field Sources Based on the Joint Phase Interferometer and MUSIC Algorithm.

Ziwei Ma, Di He, Xin Chen, Wenxian Yu

Proceedings of the IEEE Globecom Workshops, 2020

Invertible Image Rescaling.

Mingqing Xiao, Shuxin Zheng, Chang Liu, Yaolong Wang, Di He, Guolin Ke, Jiang Bian, Zhouchen Lin, Tie-Yan Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

User Grouping and Beamforming for HAP Massive MIMO Systems Based on Statistical-Eigenmode.

Zhuxian Lian, Lingge Jiang, Chen He, Di He

IEEE Wirel. Commun. Lett., 2019

A Non-Stationary 3-D Wideband GBSM for HAP-MIMO Communication Systems.

Zhuxian Lian, Lingge Jiang, Chen He, Di He

IEEE Trans. Veh. Technol., 2019

Improvement of Noise Uncertainty and Signal-To-Noise Ratio Wall in Spectrum Sensing Based on Optimal Stochastic Resonance.

Di He, Xin Chen, Ling Pei, Lingge Jiang, Wenxian Yu

Sensors, 2019

Prediction of off-target specificity and cell-specific fitness of CRISPR-Cas System using attention boosted deep learning and network-based gene feature.

Qiao Liu, Di He, Lei Xie

PLoS Comput. Biol., 2019

Rational discovery of dual-indication multi-target PDE/Kinase inhibitor for precision anti-cancer therapy using structural systems pharmacology.

Hansaim Lim, Di He, Yue Qiu, Patrycja Krawczuk, Xiaoru Sun, Lei Xie

PLoS Comput. Biol., 2019

Design of multi-scale receptive field convolutional neural network for surface inspection of hot rolled steels.

Di He, Ke Xu, Dadong Wang

Image Vis. Comput., 2019

Identification of fixations, saccades and smooth pursuits based on segmentation and clustering.

Hongming Peng, Bingbing Li, Di He, Junning Wang

Intell. Data Anal., 2019

Defective Convolutional Layers Learn Robust CNNs.

Tiange Luo, Tianle Cai, Mengxiao Zhang, Siyu Chen, Di He, Liwei Wang

CoRR, 2019

On the Anomalous Generalization of GANs.

Jinchen Xuan, Yunchang Yang, Ze Yang, Di He, Liwei Wang

CoRR, 2019

Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View.

Yiping Lu, Zhuohan Li, Di He, Zhiqing Sun, Bin Dong, Tao Qin, Liwei Wang, Tie-Yan Liu

CoRR, 2019

Adversarially Robust Generalization Just Requires More Unlabeled Data.

Runtian Zhai, Tianle Cai, Di He, Chen Dan, Kun He, John E. Hopcroft, Liwei Wang

CoRR, 2019

A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems.

Tianle Cai, Ruiqi Gao, Jikai Hou, Siyu Chen, Dong Wang, Di He, Zhihua Zhang, Liwei Wang

CoRR, 2019

Parallel image search application based on online hashing hierarchical ranking.

Xiaofei Li, Di He, Jun-Yi Li

Clust. Comput., 2019

HSBCS framework based performance detection for DS-UWB Systems.

Xiaofei Li, Di He

Clust. Comput., 2019

Defect detection of hot rolled steels with a new object detection framework called classification priority network.

Di He, Ke Xu, Peng Zhou

Comput. Ind. Eng., 2019

Design and Evaluation of Operational Scheduling Approaches for HCNG Penetrated Integrated Energy System.

Suyang Zhou, Di He, Wei Gu, Zhi Wu, Ghulam Abbas, Qiteng Hong, Campbell Booth

IEEE Access, 2019

Two-Stage Precoding Design in Rician Channel for HAP Massive MIMO Systems.

Di Zong, Lingge Jiang, Chen He, Pingping Ji, Di He

Proceedings of the 22nd International Symposium on Wireless Personal Multimedia Communications, 2019

Graph Based User Clustering for HAP Massive MIMO Systems With Two-stage Beamforming.

Pingping Ji, Lingge Jiang, Chen He, Di He

Proceedings of the 22nd International Symposium on Wireless Personal Multimedia Communications, 2019

Microsoft Research Asia's Systems for WMT19.

Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Di He, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu

Proceedings of the Fourth Conference on Machine Translation, 2019

A Near-Optimal Resource Allocation Approach to Computation Offloading Under D2D Communications.

Yingying Yuan, Guangsheng Feng, Hongwu Lv, Weiping Wang, Quanming Li, Di He, Huiqiang Wang

Proceedings of the 2019 IEEE International Conference on Smart Internet of Things (SmartIoT), 2019

Hybrid Precoding for HAP Massive MIMO Systems.

Pingping Ji, Lingge Jiang, Chen He, Di He

Proceedings of the Space Information Networks - 4th International Conference, 2019

Fast Structured Decoding for Sequence Models.

Zhiqing Sun, Zhuohan Li, Haoqing Wang, Di He, Zi Lin, Zhi-Hong Deng

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Positioning-Aided Scheme for Image Sensor Communication using Single-View Geometry.

Zhengqiang Tang, Di He, Shintaro Arai, Danping Zou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Stable and Fair Quantized Notification for 5G Mobile Network.

Yu Sun, Lingge Jiang, Chen He, Di He, Ping Li

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

A Novel Wireless Positioning Approach Based on Distributed Stochastic-Resonance-Enhanced Power Spectrum Fusion Technique.

Di He, Xin Chen, Danping Zou, Ling Pei, Lingge Jiang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Joint Bi-Modal Image Reconstruction Of Dot And Xct With An Extended Mumford-Shah Functional.

Di He, Ming Jiang, Alfred K. Louis, Peter Maass, Thomas Page

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deliberation Learning for Image-to-Image Translation.

Tianyu He, Yingce Xia, Jianxin Lin, Xu Tan, Di He, Tao Qin, Zhibo Chen

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Towards a Deep and Unified Understanding of Deep Neural Models in NLP.

Chaoyu Guan, Xiting Wang, Quanshi Zhang, Runjin Chen, Di He, Xing Xie

Proceedings of the 36th International Conference on Machine Learning, 2019

Efficient Training of BERT by Progressively Stacking.

Linyuan Gong, Di He, Zhuohan Li, Tao Qin, Liwei Wang, Tie-Yan Liu

Proceedings of the 36th International Conference on Machine Learning, 2019

Multilingual Neural Machine Translation with Knowledge Distillation.

Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, Tie-Yan Liu

Proceedings of the 7th International Conference on Learning Representations, 2019

Representation Degeneration Problem in Training Natural Language Generation Models.

Jun Gao, Di He, Xu Tan, Tao Qin, Liwei Wang, Tie-Yan Liu

Proceedings of the 7th International Conference on Learning Representations, 2019

When CTC Training Meets Acoustic Landmarks.

Di He, Xuesong Yang, Boon Pang Lim, Yi Liang, Mark Hasegawa-Johnson, Deming Chen

Proceedings of the IEEE International Conference on Acoustics, 2019

Machine Translation With Weakly Paired Documents.

Lijun Wu, Jinhua Zhu, Di He, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multilingual Neural Machine Translation with Language Clustering.

Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Hint-Based Training for Non-Autoregressive Machine Translation.

Zhuohan Li, Zi Lin, Di He, Fei Tian, Tao Qin, Liwei Wang, Tie-Yan Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Evaluation Approach Based upon Knowledge Delivery Process in Smart Teaching Environment.

Chengxin Zhang, Huiquan Zhang, Di He, Fei Hao

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

Joint Uplink and Downlink Optimization for Resource Allocation Under D2D Communication Networks.

Di He, Guangsheng Feng, Bingyang Li, Hongwu Lv, Huiqiang Wang, Quanming Li

Proceedings of the Wireless Sensor Networks - 13th China Conference, 2019

Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder.

Yingce Xia, Tianyu He, Xu Tan, Fei Tian, Di He, Tao Qin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Non-Autoregressive Machine Translation with Auxiliary Regularization.

Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input.

Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Sentence-Wise Smooth Regularization for Sequence to Sequence Learning.

ChengYue Gong, Xu Tan, Di He, Tao Qin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Adaptive fuzzy c-means clustering algorithm for interval data type based on interval-dividing technique.

Chaozheng Bao, Hong Peng, Di He, Junning Wang

Pattern Anal. Appl., 2018

Augmenting Input Method Language Model with user Location Type Information.

Di He

CoRR, 2018

Association rule mining algorithms on high-dimensional datasets.

Dongmei Ai, Hongfei Pan, Xiaoxin Li, Yingxin Gao, Di He

Artif. Life Robotics, 2018

Virtual Image Points Based Geometrical Parameters' Calibration for Focused Light Field Camera.

Yuan Wang, Jun Qiu, Chang Liu, Di He, Xinkai Kang, Jian Li, Ligen Shi

IEEE Access, 2018

3-D Spatial Spectrum Fusion Indoor Localization Algorithm Based on CSI-UCA Smoothing Technique.

Di He, Taha Bouras, Xin Chen, Wenxian Yu, Yi Zhang, Yueming Yang

IEEE Access, 2018

Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation.

Tianyu He, Xu Tan, Yingce Xia, Di He, Tao Qin, Zhibo Chen, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

FRAGE: Frequency-Agnostic Word Representation.

ChengYue Gong, Di He, Xu Tan, Tao Qin, Liwei Wang, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dense Information Flow for Neural Machine Translation.

Yanyao Shen, Xu Tan, Di He, Tao Qin, Tie-Yan Liu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Uplink Power Control Approach Based on Adaptive Chaotic Simulated Annealing.

Di He, Xin Chen, Danping Zou, Ling Pei, Lingge Jiang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

An Improved Kernel Clustering Algorithm Used in Computer Network Intrusion Detection.

Di He, Xin Chen, Danping Zou, Ling Pei, Lingge Jiang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Improved ASR for Under-resourced Languages through Multi-task Learning with Acoustic Landmarks.

Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen

Proceedings of the Interspeech 2018, 2018

Towards Binary-Valued Gates for Robust LSTM Training.

Zhuohan Li, Di He, Fei Tian, Wei Chen, Tao Qin, Liwei Wang, Tie-Yan Liu

Proceedings of the 35th International Conference on Machine Learning, 2018

Accuracy Analysis on the Beidou /INS Integrated Navigation based on the Field Trial.

Yajun Fan, Ping Wang, Jiapei Yu, Shuai Wang, Wenxian Yu, Juan Li, Ning Yan, Di He, Xin Chen

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Performance Evaluation of Wi-Fi Bluetooth Low Energy & Li-Fi Technology in Indoor Positioning.

Muhammad Abrar Afzal, Di He, Ziyu Zhu, Yueming Yang

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter.

Lijun Wu, Xu Tan, Di He, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Double Path Networks for Sequence to Sequence Learning.

Kaitao Song, Xu Tan, Di He, Jianfeng Lu, Tao Qin, Tie-Yan Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Performance Analyses of Quantized Congestion Notification for 5G Distributed Base Station.

Yi Liang, Lingge Jiang, Chen He, Di He, Ping Li

Proceedings of the 3rd Cloudification of the Internet of Things, 2018

2017

Acoustic Landmarks Contain More Information About the Phone String than Other Frames.

Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen

CoRR, 2017

JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data.

Jiadong Ji, Di He, Yang Feng, Yong He, Fuzhong Xue, Lei Xie

Bioinform., 2017

Scale Effects in Web Search.

Di He, Aadharsh Kannan, Tie-Yan Liu, R. Preston McAfee, Tao Qin, Justin M. Rao

Proceedings of the Web and Internet Economics - 13th International Conference, 2017

A Novel Relay-Assisted Coded Cooperation Scheme in the Stratospheric Communication System.

Di He, Chen He, Lingge Jiang

Proceedings of the Space Information Networks - Second International Conference, 2017

Decoding with Value Networks for Neural Machine Translation.

Di He, Hanqing Lu, Yingce Xia, Tao Qin, Liwei Wang, Tie-Yan Liu

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

Using Approximated Auditory Roughness as a Pre-Filtering Feature for Human Screaming and Affective Speech AED.

Di He, Zuofu Cheng, Mark Hasegawa-Johnson, Deming Chen

Proceedings of the Interspeech 2017, 2017

Machine learning on FPGAs to face the IoT revolution.

Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen

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

A Novel Accurate Source Number Estimation Method Based on GBSA-MDL Algorithm.

Taha Bouras, Di He, Fei Wen, Peilin Liu, Wenxian Yu

Proceedings of the Communications and Networking, 2017

2016

Performance Characterization of a Hybrid Satellite-Terrestrial System with Co-Channel Interference over Generalized Fading Channels.

Umer Javed, Di He, Peilin Liu

Sensors, 2016

Large-Scale Off-Target Identification Using Fast and Accurate Dual Regularized One-Class Collaborative Filtering and Its Application to Drug Repurposing.

Hansaim Lim, Aleksandar Poleksic, Yuan Yao, Hanghang Tong, Di He, Luke Zhuang, Patrick Meng, Lei Xie

PLoS Comput. Biol., 2016

Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves.

Fei Tian, Bin Gao, Di He, Tie-Yan Liu

CoRR, 2016

Intensive positioning method based on RFID technology.

Li Yang, Di He, Jidong Xu, Ying Wang, Peilin Liu, Lingge Jiang, Wenxian Yu

Proceedings of the 2016 Fourth International Conference on Ubiquitous Positioning, 2016

Improved subspace direction-of-arrival estimation in unknown nonuniform noise fields.

Fei Wen, Umer Javed, Yuan Yang, Di He, Yi Zhang

Proceedings of the 2016 Fourth International Conference on Ubiquitous Positioning, 2016

A method indoor multi-path IR-UWB location based on multi-task compressive sensing.

Xiaofei Li, Di He, Ling-ge Jiang, Wensheng Yu, Xiaohua Chen

Proceedings of the 2016 Fourth International Conference on Ubiquitous Positioning, 2016

2D DOA estimation method based on channel state information for uniform circular array.

Daulet Alibi, Umer Javed, Fei Wen, Di He, Peilin Liu, Yi Zhang, Ling-ge Jiang

Proceedings of the 2016 Fourth International Conference on Ubiquitous Positioning, 2016

Dual Learning for Machine Translation.

Di He, Yingce Xia, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma

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

Spatial-temporal reasoning of Geovideo data based on ontology.

Yan Zhou, Zhe Wang, Di He

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Design and simulation of position tracking servo system for AFPMM.

Di He, Zhengfeng Ming, Jintao Liang

Proceedings of the 13th IEEE International Conference on Networking, Sensing, and Control, 2016

PMDA-Schemed EM Channel Estimator for OFDM Systems.

Xiaofei Li, Di He, Xiaohua Chen

Proceedings of the Fuzzy Systems and Data Mining II, 2016

2015

Exact Performance Analysis of AF Based Hybrid Satellite-Terrestrial Relay Network with Co-Channel Interference.

Umer Javed, Di He, Peilin Liu

KSII Trans. Internet Inf. Syst., 2015

A Novel Spectrum Sensing Method in Cognitive Radio Networks Based on Graph Theory.

Di He

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Distributed Diffusion-scheme ECME Estimator for Distributed Estimation in Wireless Networks.

Xiaofei Li, Di He, Ching-Jer Hung

Proceedings of the Fuzzy System and Data Mining, 2015

An anti-interference spectrum sharing protocol with secondary user selection.

Mengyun Wang, Weidang Lu, Di He, Zhijiang Xu, Jingyu Hua

Proceedings of the 10th International Conference on Communications and Networking in China, 2015

2014

A fewest-turn-and-shortest path algorithm based on breadth-first search.

Yan Zhou, Weisheng Wang, Di He, Zhe Wang

Geo spatial Inf. Sci., 2014

Cooperative spectrum sensing based on stochastic resonance in cognitive radio networks.

Yingpei Lin, Chen He, Ling-ge Jiang, Di He

Sci. China Inf. Sci., 2014

Generalized second price auction with probabilistic broad match.

Wei Chen, Di He, Tie-Yan Liu, Tao Qin, Yixin Tao, Liwei Wang

Proceedings of the ACM Conference on Economics and Computation, 2014

2013

Chaotic Stochastic Resonance Energy Detection Fusion Used in Cooperative Spectrum Sensing.

Di He

IEEE Trans. Veh. Technol., 2013

An Improved Doppler Frequency Offset Estimation Algorithm of OFDM System under High-speed Movement Environment.

Yunlv Hong, Di He

J. Comput., 2013

Online learning for auction mechanism in bandit setting.

Di He, Wei Chen, Liwei Wang, Tie-Yan Liu

Decis. Support Syst., 2013

Reducing the Sampling Complexity of Energy Detection in Cognitive Radio Networks under Low SNR by Using the Optimal Stochastic Resonance Technique.

Di He

Circuits Syst. Signal Process., 2013

A Theoretical Analysis of NDCG Type Ranking Measures

Yining Wang, Liwei Wang, Yuanzhi Li, Di He, Tie-Yan Liu, Wei Chen

CoRR, 2013

A Game-Theoretic Machine Learning Approach for Revenue Maximization in Sponsored Search.

Di He, Wei Chen, Liwei Wang, Tie-Yan Liu

Proceedings of the IJCAI 2013, 2013

A Theoretical Analysis of NDCG Type Ranking Measures.

Yining Wang, Liwei Wang, Yuanzhi Li, Di He, Tie-Yan Liu

Proceedings of the COLT 2013, 2013

2012

An Efficiency Optimization Scheme for the Two-Stage Spectrum Sensing in Cognitive Radio Network.

Yingpei Lin, Chen He, Ling-ge Jiang, Di He

IEICE Trans. Commun., 2012

An enhanced covariance spectrum sensing technique based on stochastic resonance in cognitive radio networks.

Di He, Winston Li, Fusheng Zhu, Weiyao Lin

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011

A Two-Stage Spectrum Sensing Scheme Based on Cyclostationarity in Cognitive Radio.

Yingpei Lin, Chen He, Ling-ge Jiang, Di He

IEICE Trans. Commun., 2011

A Social Reputation Management for Web Communities.

Di He, Zhiyong Peng, Liang Hong, Yu Zhang

Proceedings of the Web-Age Information Management, 2011

Optimization of quartic double-well bistable stochastic resonance system.

Di He

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Improving the computer network intrusion detection performance using the relevance vector machine with Chebyshev chaotic map.

Di He

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

A Censoring Cooperative Spectrum Sensing Scheme Based on Stochastic Resonance in Cognitive Radio.

Yingpei Lin, Chen He, Lingge Jiang, Di He

Proceedings of IEEE International Conference on Communications, 2011

Cooperative Spectrum Sensing Approach Based on Stochastic Resonance Energy Detectors Fusion.

Di He, Lingge Jiang

Proceedings of IEEE International Conference on Communications, 2011

An Object Deputy Model Based Mechanism for Web Community Service Management.

Di He, Zhiyong Peng, Liang Hong, Yu Zhang

Proceedings of the 8th Web Information Systems and Applications Conference, 2011

2010

A Novel Spectrum-Sensing Technique in Cognitive Radio Based on Stochastic Resonance.

Di He, Yingpei Lin, Chen He, Lingge Jiang

IEEE Trans. Veh. Technol., 2010

Channel borrowing based channel allocation scheme and performance analysis for wireless overlay networks.

Fangming Zhao, Juan Hang, Di He

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

The birthday gift.

Di He, Pan Li, Jiong Li

Proceedings of the ACM SIGGRAPH ASIA 2010 Computer Animation Festival, Seoul, Republic of Korea, December 15, 2010

Optimal stochastic resonance under low signal-to-noise ratio circumstances.

Di He

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Breaking the SNR wall of spectrum sensing in cognitive radio by using the chaotic stochastic resonance.

Di He

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009

Network Intrusion Detection Using a Stochastic Resonance CFAR Technique.

Di He, Henry Leung

Circuits Syst. Signal Process., 2009

Generating High-speed Three-dimensional Dynamic Quadruped Walking using an Evolutionary Search.

Di He, Qining Wang, Chunxia Rong, Guangming Xie

Proceedings of the ICINCO 2009, 2009

Signal Estimation in Clutter Using SVM-Based Chaos Synchronization.

Di He

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Performance Analysis of Authentication Method for Proxy Mobile IP Protocol.

Ling Tie, Di He, Jianhua Li, Junh Hua Tang

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008

Network Intrusion Detection Using CFAR Abrupt-Change Detectors.

Di He, Henry Leung

IEEE Trans. Instrum. Meas., 2008

CFAR detection of weak target in clutter using chaos synchronization.

Di He, Henry Leung

Int. J. Circuit Theory Appl., 2008

Performance of Coherent Receivers for PCTH-Based UWB System with Diversiform Modulation Schemes.

Yun-rui Gong, Di He, Chen He, Ling-ge Jiang

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008

Efficient modulation on the performance of coherent receivers for pseudo-chaotic TH-UWB system.

Yun-rui Gong, Di He, Chen He, Lingge Jiang

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

Blind MIMO direct chaotic communication system identification via higher-order statistic.

Yun-rui Gong, Di He, Chen He, Lingge Jiang

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2005

Quasi-orthogonal chaotic CDMA multi-user detection using optimal chaos synchronization.

Di He, Henry Leung

IEEE Trans. Circuits Syst. II Express Briefs, 2005

Semi-blind identification of ARMA systems using a dynamic-based approach.

Di He, Henry Leung

IEEE Trans. Circuits Syst. I Regul. Pap., 2005

2004

A novel CFAR intrusion detection method using chaotic stochastic resonance.

Di He, Henry Leung

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2001

Phase tracking of CDMA spreading sequences using dynamic chaotic synchronization.

Di He, Chen He, Ling-ge Jiang, Hong-Wen Zhu, Guang-Rui Hu

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001