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Viewing Publication 1 - 31 from 31

2024

Exploring sparsity in graph transformersChuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding 0006, Dapeng Tao, Jia Wu 0001, Wenbin Hu, Bo Du 0001. NN, 174:106265, 2024. [doi]

3AM: An Ambiguity-Aware Multi-Modal Machine Translation DatasetXinyu Ma, Xuebo Liu 0002, Derek F. Wong, Jun Rao, Bei Li, Liang Ding 0006, Lidia S. Chao, Dacheng Tao, Min Zhang. COLING 2024: 1-13 [doi]

Parameter-Efficient and Student-Friendly Knowledge DistillationJun Rao, Xv Meng, Liang Ding 0006, Shuhan Qi, Xuebo Liu 0002, Min Zhang 0005, Dacheng Tao. tmm, 26:4230-4241, 2024. [doi]

AdaSAM: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networksHao Sun, Li Shen 0008, Qihuang Zhong, Liang Ding 0006, Shixiang Chen, Jingwei Sun 0001, Jing Li 0047, Guangzhong Sun, Dacheng Tao. NN, 169:506-519, January 2024. [doi]

Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge ExtractionZiyang Xu, Keqin Peng, Liang Ding 0006, Dacheng Tao, Xiliang Lu. COLING 2024: 15552-15565 [doi]

2023

CASN: Class-Aware Score Network for Textual Adversarial DetectionRong Bao, Rui Zheng, Liang Ding 0006, Qi Zhang 0001, Dacheng Tao. acl 2023: 671-687 [doi]

SD-Conv: Towards the Parameter-Efficiency of Dynamic ConvolutionShwai He, Chenbo Jiang, Daize Dong, Liang Ding 0006. wacv 2023: 6443-6452 [doi]

Merging Experts into One: Improving Computational Efficiency of Mixture of ExpertsShwai He, Run-Ze Fan, Liang Ding 0006, Li Shen, Tianyi Zhou 0001, Dacheng Tao. emnlp 2023: 14685-14691 [doi]

Prompt-Learning for Cross-Lingual Relation ExtractionChiaming Hsu, Changtong Zan, Liang Ding 0006, Longyue Wang, Xiaoting Wang, Weifeng Liu, Fu Lin, Wenbin Hu. ijcnn 2023: 1-9 [doi]

A perioperative risk assessment dataset with multi-view data based on online accelerated pairwise comparisonXinyao Li, Yibing Zhan, Yanhua Zhao, Yiqiang Wu, Liang Ding 0006, Yuanyuan Li, Dapeng Tao, Hua Jin. inffus, 99:101838, November 2023. [doi]

Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment AnalysisJuhua Liu, Qihuang Zhong, Liang Ding 0006, Hua Jin, Bo Du 0001, Dacheng Tao. taslp, 31:2629-2642, 2023. [doi]

Towards Making the Most of ChatGPT for Machine TranslationKeqin Peng, Liang Ding 0006, Qihuang Zhong, Li Shen, Xuebo Liu 0002, Min Zhang, Yuanxin Ouyang, Dacheng Tao. emnlp 2023: 5622-5633 [doi]

Dynamic Contrastive Distillation for Image-Text RetrievalJun Rao, Liang Ding 0006, Shuhan Qi, Meng Fang, Yang Liu 0039, Li Shen 0008, Dacheng Tao. tmm, 25:8383-8395, 2023. [doi]

FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization AccuracyYan Sun, Li Shen 0008, Tiansheng Huang, Liang Ding 0006, Dacheng Tao. iclr 2023: [doi]

Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth LandscapeYan Sun, Li Shen, Shixiang Chen, Liang Ding 0006, Dacheng Tao. icml 2023: 32991-33013 [doi]

Efficient Federated Learning Via Local Adaptive Amended Optimizer With Linear SpeedupYan Sun, Li Shen 0008, Hao Sun, Liang Ding 0006, Dacheng Tao. pami, 45(12):14453-14464, December 2023. [doi]

PromptST: Abstract Prompt Learning for End-to-End Speech TranslationTengfei Yu, Liang Ding 0006, Xuebo Liu 0002, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang. emnlp 2023: 10140-10154 [doi]

MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline ParallelismZheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding 0006, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng. ipps 2023: 167-177 [doi]

Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification TasksHaoqi Zheng, Qihuang Zhong, Liang Ding 0006, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li 0001, Dacheng Tao. emnlp 2023: 8964-8974 [doi]

Self-Evolution Learning for Discriminative Language Model PretrainingQihuang Zhong, Liang Ding 0006, Juhua Liu, Bo Du 0001, Dacheng Tao. acl 2023: 4130-4145 [doi]

Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment AnalysisQihuang Zhong, Liang Ding 0006, Juhua Liu, Bo Du 0001, Hua Jin, Dacheng Tao. tkde, 35(10):10098-10111, October 2023. [doi]

Zero-shot Sharpness-Aware Quantization for Pre-trained Language ModelsMiaoxi Zhu, Qihuang Zhong, Li Shen 0008, Liang Ding 0006, Juhua Liu, Bo Du 0001, Dacheng Tao. emnlp 2023: 11305-11327 [doi]

2022

Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive TranslationLiang Ding 0006, Longyue Wang, Shuming Shi 0001, Dacheng Tao, Zhaopeng Tu. acl 2022: 2417-2426 [doi]

SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of AdaptersShwai He, Liang Ding 0006, Daize Dong, Jeremy Zhang, Dacheng Tao. emnlp 2022: 2184-2190 [doi]

Where Does the Performance Improvement Come From?: - A Reproducibility Concern about Image-Text RetrievalJun Rao, Fei Wang, Liang Ding 0006, Shuhan Qi, Yibing Zhan, Weifeng Liu, Dacheng Tao. sigir 2022: 2727-2737 [doi]

A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment AnalysisBing Wang, Liang Ding 0006, Qihuang Zhong, XiMing Li, Dacheng Tao. COLING 2022: 6691-6704 [doi]

MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive LearningDi Wu, Liang Ding 0006, Shuo Yang, Mingyang Li. iwslt 2022: 83-91 [doi]

On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine TranslationChangtong Zan, Liang Ding 0006, Li Shen 0008, Yu Cao, Weifeng Liu 0001, Dacheng Tao. COLING 2022: 5029-5034 [doi]

Vega-MT: The JD Explore Academy Machine Translation System for WMT22Changtong Zan, Keqin Peng, Liang Ding 0006, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu 0001, Yibing Zhan, Dacheng Tao. wmt 2022: 411-422 [doi]

Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated LearningLin Zhang, Li Shen, Liang Ding 0006, Dacheng Tao, Ling-Yu Duan. cvpr 2022: 10164-10173 [doi]

Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language ModelsQihuang Zhong, Liang Ding 0006, Li Shen 0008, Peng Mi, Juhua Liu, Bo Du 0001, Dacheng Tao. emnlp 2022: 4064-4085 [doi]

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