Year 2024
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[AAAI 2024] FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update
Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou [ Paper ] -
[EMNLP 2024]Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning
Yuanpin Zhou, Huogen Wang [ Paper ] -
[EMNLP 2024] PSC: Efficient Context Window Extension of Large Language Models via Phase Shift Calibrationr
Wenqiao Zhu, Chao Xu, Lulu Wang, Jun Wu [ Paper ] -
[EMNLP 2024] On Diversified Preferences of Large Language Model Alignment
Dun Zeng, Yong Dai, Pengyu Cheng, Longyue Wang, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu [ Paper ] -
[EMNLP 2024] Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
Ji Liu, Jiaxiang Ren, Ruoming Jin, Zijie Zhang, Yang Zhou, Patrick Valduriez, Dejing Dou [ Paper ] -
[ICASSP 2024] A Deep Representation Learning-based Speech Enhancement Method Using Complex Convolution Recurrent Variational Autoencoder
Yang Xiang, Jingguang Tian, Xinhui Hu, Xinkang Xu, ZhaoHui Yin [ Paper ] -
[ICASSP 2024] Digital Pathology Image Deblurring via Local Focus Quality Assessment
Yuanpin Zhou, Huogen Wang, Yanfeng Bai, Yidong Wan, Chaohui Jin, Xiaodong Teng [ Paper ] -
[ICASSP 2024] The Royalflush Automatic Speech Diarization and Recognition System for In-car Multi-channel Automatic Speech Recognition Challenge
Jingguang Tian, Shuaishuai Ye, Shunfei Chen, Yang Xiang, Zhaohui Yin, Xinhui Hu, Xinkang Xu [ Paper ] -
[ICASSP 2024] Learning Emotion-Invariant Speaker Representations for Speaker Verification
Jingguang Tian, Xinhui Hu, Xinkang Xu [ Paper ] -
[SDM 2024] AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez [ Paper ] -
[PacificVis 2024] Extending adjacency matrices to 3D with triangles
Rusheng Pan, Helen C. Purchase, Tim Dwyer, Wei Chen [ Paper ] -
[PacificVis 2024] GraphFederator: Federated Visual Analysis for Multi-party Graphs
Ji Liu, Jiaxiang Ren, Ruoming Jin, Zijie Zhang, Yang Zhou, Patrick Valduriez, Dejing Dou [ Paper ] -
[PacificVis 2024] Nuwa: An Authoring Tool for Graph Visualizations
Dongming Han, Haiyang Zhu, Wei Chen, Jiacheng Pan, Ran Chen, Xumeng Wang, Zhen Wen, Luoxuan Weng, Minfeng Zhu, Yingcai Wu, Rudiger Westermann [ Paper ] -
[APIN 2024] On Mask-based Image Set Desensitization with Recognition Support
Qilong Li, Ji Liu, Yifan Sun, Chongsheng Zhang, Dejing Dou [ Paper ]
Year 2023
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[ACL 2023] Understanding and Improving the Robustness of Terminology Constraints in Neural Machine Translation
Huaao Zhang, Qiang Wang, Bo Qin, Zelin Shi, Haibo Wang [ Paper ] -
[ACL Findings 2023] Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation
Qiang Wang, Xinhui Hu [ Paper ] -
[IJCAI 2023] Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction
Yujie Ding, Shuai Jia, Tianyi Ma, Bingcheng Mao, Xiuze Zhou, Liuliu Li, Dongming Han [ Paper ] -
[EMNLP 2023] CDD: A Large Scale Dataset for Legal Intelligence Research
Changzhen Ji, Yating Zhang, Adam Jatowt, Haipang Wu [ Paper ] -
[EMNLP 2023] Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou [ Paper ] -
[RECSYS (workshop 2023 Challenge)] Predicting Conversion Rate in Advertising Systems: A Two-Stage Approach with LightGBM
Lulu Wang, Yu Zhang -
[ACML 2023] A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis
Dongming Wu, Lulu Wen, Chao Chen, Zhaoshu Shi [ Paper ] -
[BJR 2023] Automated vertebral bone mineral density measurement with phantomless internal calibration in chest LDCT scans using deep learning
Yaling Pan, Fanfan Zhao, Gen Cheng, Huogen Wang, Xiangjun Lu, Dong He, Yinbo Wu, Hongfeng Ma, Hui Li, Taihen Yu [ Paper ] -
[Digestive and Liver Disease 2023] Assessment of Helicobacter pylori infection by deep learning based on endoscopic videos in real time
Yandong Li, Huogen Wang, Shengsen Chen, Jiangping Yu, Rongwei Ruan, Chaohui Jin, Jiayan Jin, Shi Wang [ Paper ] -
[IEEE-ASRU2023] LE-SSL-MOS: Self-Supervised Learning MOS Prediction with Listener Enhancement
Zili Qi, Xinhui Hu, Wangjin Zhou, Sheng Li, Hao Wu, Jian Lu, Xinkang Xu [ Paper ] -
[MRAC 2023] Semi-supervised Multimodal Emotion Recognition with Consensus Decision-making and Label Correction
Jingguang Tian, Desheng Hu, Xiaohan Shi, Jiajun He, Xingfeng Li, Yuan Gao, Tomoki Toda, Xinkang Xu, Xinhui Hu [ Paper ] -
[NCAA] Multi-Granularity Copy Network for Conversation Generation
Changzhen Ji, Yating Zhang, adam.jatowt, Haipang Wu, Conghui Zhu, Tiejun Zhao -
[IEEE Access 2023] Fin-EMRC: An Efficient Machine Reading Comprehension Framework for Financial Entity-Relation Extraction
Yixuan Chai, Haipang Wu, Song Wang [ Paper ]
Year 2022
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[ICASSP 2022] The Royalflush System of Speech Recognition for M2met Challenge
Shuaishuai Ye, Peiyao Wang, Shunfei Chen, Xinhui Hu, Xinkang Xu [ Paper ] -
[INTERSPEECH 2022] Multiple Enhancements to LSTM for Learning Emotion-Salient Features in Speech Emotion Recognition
Desheng Hu, Xinhui Hu, Xinkang Xu [ Paper ] -
[BMC Gastroenterol 2022] Application of a WeChat-based mini-app as a patient reminder in Helicobacter pylori eradication: a prospective multi-center randomized controlled study
Kefang Sun, Yishu Chen, Zhenzhen Wang, Yi Liu, Yue Pan, Xinli Mao, Lei Xu, Chaohui Jin, Chaohui Yu, Lan Li [ Paper ] -
[Frontiers in Medicine 2022] A mucosal recovery software tool for endoscopic submucosal dissection in early gastric cancer
Yinuo Zhao, Huogen Wang, Yanyan Fan, Chaohui Jin, Qinwei Xu, Jiyong Jing, Tianqiao Zhang, Xuedong Zhang,Wanyuan Chen [ Paper ] -
[Frontiers in Medicine 2022] Study on Molecular Information Intelligent Diagnosis and Treatment of Bladder Cancer on Pathological Tissue Image
Yanfeng Bai, Huogen Wang, Xuesong Wu, Menghan Weng, Qingmei Han, Liming Xu, Han Zhang, Chengdong Chang, Chaohui Jin, Kunfeng Luo, Xiaodong Teng [ Paper ]
Year 2021
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[TIP 2021] Semi-Supervised Perception Augmentation for Aerial Photo Topologies Understanding
Luming Zhang, Zhigeng Pan, Ling Shao [ Paper ] -
[ICASSP 2021] An Investigation of Using Hybrid Modeling Units for Improving End-to-End Speech Recognition System
Shunfei Chen, Xinhui Hu, Sheng Li, Xinkang Xu [ Paper ] -
[INTERSPEECH 2021] An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model
Ding Wang, Shuaishuai Ye, Xinhui Hu, Sheng Li, Xinkang Xu [ Paper ] -
[APSIPA] Hierarchical Prosody Analysis Improves Categorical and Dimensional Emotion Recognition
Xingfeng Li, Taiyang Guo, Xinhui Hu, Xinkang Xu, Jianwu Dang, Masato Akagi [ Paper ]
Year 2020
- [INTERSPEECH 2020] Data Augmentation for Code-switch Language Modeling by Fusing Multiple Text Generation Methods
Xinhui Hu, Qi Zhang, Lei Yang, Binbin Gu, Xinkang Xu [ Paper ]