Annealed Gradient Descent for Deep Learning. - Hengyue Pan; Hui Jiang (UAI, 2015)

Deep Learning for Object Saliency Detection and Image Segmentation. - Hengyue Pan; Bo Wang; Hui Jiang (CoRR, 2015)

A Deep Learning Based Fast Image Saliency Detection Algorithm. - Hengyue Pan; Hui Jiang (CoRR, 2016)

Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation. - Hengyue Pan; Hui Jiang (ACML, 2017)

A fast method for saliency detection by back-propagating a convolutional neural network and clamping its partial outputs. - Hengyue Pan; Hui Jiang (IJCNN, 2017)

Supervised Adversarial Networks for Image Saliency Detection. - Hengyue Pan; Hui Jiang (CoRR, 2017)

Image Translation Between High-Resolution Remote Sensing Optical and SAR Data Using Conditional GAN. - Xin Niu 002; Di Yang; Ke Yang 004; Hengyue Pan; Yong Dou (PCM (3), 2018)

DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks. - Hengyue Pan; Hui Jiang; Xin Niu 002; Yong Dou (CoRR, 2018)

A High-Throughput LDPC Decoder Based on GPUs for 5G New Radio. - Rongchun Li; Xin Zhou; Hengyue Pan; Huayou Su; Yong Dou (ISCC, 2020)

Fixed-size Objects Encoding for Visual Relationship Detection. - Hengyue Pan; Xin Niu 002; Rongchun Li; Siqi Shen; Yong Dou (CoRR, 2020)

Annealed gradient descent for deep learning. - Hengyue Pan; Xin Niu 002; Rongchun Li; Yong Dou; Hui Jiang (Neurocomputing, 2020)

DropFilterR: A Novel Regularization Method for Learning Convolutional Neural Networks. - Hengyue Pan; Xin Niu 002; Rongchun Li; Siqi Shen; Yong Dou (Neural Process. Lett., 2020)

Inertial Proximal Deep Learning Alternating Minimization for Efficient Neutral Network Training. - Linbo Qiao; Tao Sun 005; Hengyue Pan; Dongsheng Li 001 (ICASSP, 2021)

Graphcomm: A Graph Neural Network Based Method for Multi-Agent Reinforcement Learning. - Siqi Shen; Yongquan Fu; Huayou Su; Hengyue Pan; Peng Qiao; Yong Dou; Cheng Wang 003 (ICASSP, 2021)

FAST: A Scalable Subgraph Matching Framework over Large Graphs. - Jiezhong He; Zhouyang Liu; Yixin Chen 004; Hengyue Pan; Zhen Huang 006; Dongsheng Li 001 (HPEC, 2022)

Cross-Modal Knowledge Distillation in Multi-Modal Fake News Detection. - Zimian Wei; Hengyue Pan; Linbo Qiao; Xin Niu 002; Peijie Dong; Dongsheng Li 001 (ICASSP, 2022)

UENAS: A Unified Evolution-based NAS Framework. - Zimian Wei; Hengyue Pan; Xin Niu 002; Peijie Dong; Dongsheng Li 001 (CoRR, 2022)

Learning Convolutional Neural Networks in the Frequency Domain. - Hengyue Pan; Yixin Chen 004; Xin Niu 002; Wenbo Zhou; Dongsheng Li 001 (CoRR, 2022)

Prior-Guided One-shot Neural Architecture Search. - Peijie Dong; Xin Niu 002; Lujun Li 001; Linzhen Xie; Wenbin Zou; Tian Ye 001; Zimian Wei; Hengyue Pan (CoRR, 2022)

ConvFormer: Closing the Gap Between CNN and Vision Transformers. - Zimian Wei; Hengyue Pan; Xin Niu 002; Dongsheng Li 001 (CoRR, 2022)

Fixed-Size Objects Encoding for Visual Relationship Detection. - Hengyue Pan; Xin Niu 002; Siqi Shen; Yixin Chen 004; Peng Qiao; Zhen Huang 006; Dongsheng Li 001 (Neural Process. Lett., 2022)

RD-NAS: Enhancing One-Shot Supernet Ranking Ability Via Ranking Distillation From Zero-Cost Proxies. - Peijie Dong; Xin Niu 002; Lujun Li 001; Zhiliang Tian; Xiaodong Wang 002; Zimian Wei; Hengyue Pan; Dongsheng Li 001 (ICASSP, 2023)

Progressive Meta-Pooling Learning for Lightweight Image Classification Model. - Peijie Dong; Xin Niu 002; Zhiliang Tian; Lujun Li 001; Xiaodong Wang 002; Zimian Wei; Hengyue Pan; Dongsheng Li 001 (ICASSP, 2023)

DMFormer: Closing the gap Between CNN and Vision Transformers. - Zimian Wei; Hengyue Pan; Lujun Li 001; Menglong Lu; Xin Niu 002; Peijie Dong; Dongsheng Li 001 (ICASSP, 2023)

EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization. - Peijie Dong; Lujun Li 001; Zimian Wei; Xin Niu 002; Zhiliang Tian; Hengyue Pan (ICCV, 2023)

MENAS: Multi-trial Evolutionary Neural Architecture Search with Lottery Tickets. - Zimian Wei; Hengyue Pan; Lujun Li 001; Peijie Dong; Xin Niu 002; Dongsheng Li 001 (ICIP, 2023)

AutoRF: Auto Learning Receptive Fields with Spatial Pooling. - Peijie Dong; Xin Niu 002; Zimian Wei; Hengyue Pan; Dongsheng Li 001; Zhen Huang 006 (MMM (2), 2023)

TVT: Training-Free Vision Transformer Search on Tiny Datasets. - Zimian Wei; Hengyue Pan; Lujun Li 001; Peijie Dong; Zhiliang Tian; Xin Niu 002; Dongsheng Li 001 (CoRR, 2023)

Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery. - Zimian Wei; Lujun Li 001; Peijie Dong; Zheng Hui; Anggeng Li; Menglong Lu; Hengyue Pan; Zhiliang Tian; Dongsheng Li 001 (CoRR, 2023)

Recent Trends in Deep Learning Based Textual Emotion Cause Extraction. - Xinxin Su; Zhen Huang 006; Yunxiang Zhao; Yifan Chen; Yong Dou; Hengyue Pan (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery. - Zimian Wei; Peijie Dong; Zheng Hui; Anggeng Li; Lujun Li 001; Menglong Lu; Hengyue Pan; Dongsheng Li 001 (AAAI, 2024)

TVT: Training-Free Vision Transformer Search on Tiny Datasets. - Zimian Wei; Hengyue Pan; Lujun Li 001; Peijie Dong; Dongsheng Li 001 (ICPR (5), 2024)

TFDMNet: A Novel Network Structure Combines the Time Domain and Frequency Domain Features. - Hengyue Pan; Yixin Chen 004; Zhiliang Tian; Peng Qiao; Linbo Qiao; Dongsheng Li 001 (CoRR, 2024)

Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling. - Xinyue Fang; Zhen Huang 006; Zhiliang Tian; Minghui Fang 002; Ziyi Pan; Quntian Fang; Zhihua Wen; Hengyue Pan; Dong-sheng Li 001 (CoRR, 2024)

Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling. - Xinyue Fang; Zhen Huang 006; Zhiliang Tian; Minghui Fang 002; Ziyi Pan; Quntian Fang; Zhihua Wen; Hengyue Pan; Dongsheng Li (AAAI, 2025)

DiffRS: An Extensible Diffusion Model for Remote Sensing Image Generation. - Xinyue Huang; Xin Niu 002; Jingfei Jiang; Hengyue Pan (ICASSP, 2025)