Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues. - Kai Sun; Su Zhu; Lu Chen 002; Siqiu Yao; Xueyang Wu 001; Kai Yu 004 (INTERSPEECH, 2016)

Rich punctuations prediction using large-scale deep learning. - Xueyang Wu 001; Su Zhu; Yue Wu; Kai Yu 004 (ISCSLP, 2016)

splab at the NTCIR-13 STC-2 Task. - Xuan Liu; Xueyang Wu 001; Ruinian Chen; Zijian Zhao; Hongtao Lin; Kai Yu 004 (NTCIR, 2017)

Rich Short Text Conversation Using Semantic-Key-Controlled Sequence Generation. - Kai Yu 004; Zijian Zhao; Xueyang Wu 001; Hongtao Lin; Xuan Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Federated Topic Modeling. - Di Jiang; Yuanfeng Song; Yongxin Tong; Xueyang Wu 001; Weiwei Zhao; Qian Xu 005; Qiang Yang 001 (CIKM, 2019)

Topic-Aware Dialogue Speech Recognition with Transfer Learning. - Yuanfeng Song; Di Jiang; Xueyang Wu 001; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (INTERSPEECH, 2019)

Real-World Image Datasets for Federated Learning. - Jiahuan Luo; Xueyang Wu 001; Yun Luo; Anbu Huang; Yunfeng Huang; Yang Liu 165; Qiang Yang 001 (CoRR, 2019)

A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition. - Conghui Tan; Di Jiang; Jinhua Peng; Xueyang Wu 001; Qian Xu 005; Qiang Yang 001 (IJCAI, 2020)

A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning. - Di Jiang; Conghui Tan; Jinhua Peng; Chaotao Chen; Xueyang Wu 001; Weiwei Zhao; Yuanfeng Song; Yongxin Tong; Chang Liu 069; Qian Xu 005; Qiang Yang 001; Li Deng (ACM Trans. Intell. Syst. Technol., 2021)

Industrial Federated Topic Modeling. - Di Jiang; Yongxin Tong; Yuanfeng Song; Xueyang Wu 001; Weiwei Zhao; Jinhua Peng; Rongzhong Lian; Qian Xu 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2021)

WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning. - Xueyang Wu 001; Shengqi Tan; Qian Xu 005; Qiang Yang 001 (CoRR, 2022)

An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application. - Youlong Ding; Xueyang Wu 001; Zhitao Li 005; Zeheng Wu; Shengqi Tan; Qian Xu 005; Weike Pan; Qiang Yang 001 (CoRR, 2022)

Revisiting Hyperparameter Tuning with Differential Privacy. - Youlong Ding; Xueyang Wu 001 (CoRR, 2022)

FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation. - Xueyang Wu 001; Hengguan Huang; Youlong Ding; Hao Wang 014; Ye Wang 007; Qian Xu 005 (AAAI, 2023)

DPFormer: Learning Differentially Private Transformer on Long-Tailed Data. - Youlong Ding; Xueyang Wu 001; Hao Wang 014; Weike Pan (CoRR, 2023)

Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer. - Xueyang Wu 001; Di Jiang; Yuanfeng Song; Qian Xu 005; Qiang Yang 001 (IEEE Data Eng. Bull., 2023)

Heterogeneous Latent Topic Discovery for Semantic Text Mining. - Yawen Li 001; Di Jiang; Rongzhong Lian; Xueyang Wu 001; Conghui Tan; Yi Xu 013; Zhiyang Su (IEEE Trans. Knowl. Data Eng., 2023)

SummarFlex: Exploring Personalized News Filtering and Reading with Query-Focused Hierarchical Summarization. - Zimo Xia; Xichen Sun; Xueyang Wu 001; Qiyu Pan; Kaixiang Mo; Zhenhui Peng (CSCW Companion, 2024)

Delving into Differentially Private Transformer. - Youlong Ding; Xueyang Wu 001; Yining Meng; Yonggang Luo; Hao Wang 014; Weike Pan (ICML, 2024)

FedCORE: Federated Learning for Cross-Organization Recommendation Ecosystem. - Zhitao Li 005; Xueyang Wu 001; Weike Pan; Youlong Ding; Zeheng Wu; Shengqi Tan; Qian Xu 005; Qiang Yang 001; Zhong Ming 001 (IEEE Trans. Knowl. Data Eng., 2024)

LitLinker: Supporting the Ideation of Interdisciplinary Contexts with Large Language Models for Teaching Literature in Elementary Schools. - Haoxiang Fan; Changshuang Zhou; Hao Yu; Xueyang Wu 001; Jiangyu Gu; Zhenhui Peng (CHI, 2025)