Data collection and processing in a Chinese spontaneous speech corpus IIS_CSS. - Junlan Feng; Xianfang Wang; Limin Du (INTERSPEECH, 2000)

WebTalk: Towards Automatically Building Dialog Services by Exploiting the Content & Structure of Websites. - Junlan Feng; Srinivas Bangalore; Mazin G. Rahim (WWW (Posters), 2003)

Question-answering in webtalk: an evaluation study. - Junlan Feng; Srinivas Bangalore; Mazin G. Rahim (INTERSPEECH, 2004)

A Learning Approach to Discovering Web Page Semantic Structures. - Junlan Feng; Patrick Haffner; Mazin Gilbert (ICDAR, 2005)

Webtalk: mining websites for interactively answering questions. - Junlan Feng; Srihari Reddy; Murat Saraclar (INTERSPEECH, 2005)

Webtalk: Towards Automatically Building Spoken Dialog Systems Through Miningwebsites. - Junlan Feng; Dilek Hakkani-Tür; Giuseppe Di Fabbrizio; Mazin Gilbert; Mark C. Beutnagel (ICASSP (1), 2006)

Question answering with discriminative learning algorithms. - Junlan Feng (INTERSPEECH, 2006)

WebTrack: Mining and Tracking Content and Structure of Websites. - Junlan Feng; Valerie Torres; Daniel Sheleheda; Cynthia Cama (DMIN, 2008)

Speech and language processing over the web. - Mazin Gilbert; Junlan Feng (IEEE Signal Process. Mag., 2008)

Effects of Word Confusion Networks on Voice Search. - Junlan Feng; Srinivas Bangalore (EACL, 2009)

Query parsing for voice-enabled mobile local search. - Junlan Feng; Srinivas Bangalore (ICASSP, 2009)

Role of natural language understanding in voice local search. - Junlan Feng; Srinivas Bangalore; Mazin Gilbert (INTERSPEECH, 2009)

Robust Sentiment Detection on Twitter from Biased and Noisy Data. - Luciano Barbosa; Junlan Feng (COLING (Posters), 2010)

A general framework for building natural language understanding modules in voice search. - Junlan Feng (ICASSP, 2010)

Listen to me if you can: tracking user experience of mobile network on social media. - Tongqing Qiu; Junlan Feng; Zihui Ge; Jia Wang 001; Jun (Jim) Xu; Jennifer Yates (Internet Measurement Conference, 2010)

Probabilistic model-based sentiment analysis of twitter messages. - Asli Celikyilmaz; Dilek Hakkani-Tür; Junlan Feng (SLT, 2010)

Query parsing in mobile voice search. - Junlan Feng (WWW, 2010)

Location-aware query parsing for mobile voice search. - Junlan Feng (ICASSP, 2011)

Measuring User Influence on Twitter Using Modified K-Shell Decomposition. - Phil Brown; Junlan Feng (The Social Mobile Web, 2011)

A Bootstrapping Approach to Identifying Relevant Tweets for Social TV. - Ovidiu Dan; Junlan Feng; Brian D. Davison 001 (ICWSM, 2011)

Filtering microblogging messages for social TV. - Ovidiu Dan; Junlan Feng; Brian D. Davison 001 (WWW (Companion Volume), 2011)

VoiSTV: voice-enabled social TV. - Bernard Renger; Junlan Feng; Ovidiu Dan; Harry Chang; Luciano Barbosa (WWW (Companion Volume), 2011)

Speech and Multimodal Interaction in Mobile Search. - Junlan Feng; Michael Johnston; Srinivas Bangalore (IEEE Signal Process. Mag., 2011)

Language Modeling for Voice-Enabled Social TV Using Tweets. - Junlan Feng; Bernard Renger (INTERSPEECH, 2012)

Trends in Speech and Language Processing [In the Spotlight]. - Junlan Feng; Bhuvana Ramabhadran; John H. L. Hansen; Jason D. Williams (IEEE Signal Process. Mag., 2012)

Unsatisfied customer call detection with deep learning. - Pengyu Cong; Chaomin Wang; Zhijie Ren; Huixin Wang; Yanmeng Wang; Junlan Feng (ISCSLP, 2016)

Elastic CRFs for Open-ontology Slot Filling. - Yinpei Dai; Yichi Zhang 001; Zhijian Ou; Yanmeng Wang; Junlan Feng (CoRR, 2018)

Neural CRF Transducers for Sequence Labeling. - Kai Hu; Zhijian Ou; Min Hu; Junlan Feng (ICASSP, 2019)

Code-Switching Sentence Generation by Bert and Generative Adversarial Networks. - Yingying Gao; Junlan Feng; Ying Liu; Leijing Hou; Xin Pan; Yong Ma (INTERSPEECH, 2019)

A New Fine-Tuning Architecture Based on Bert for Word Relation Extraction. - Fanyu Meng; Junlan Feng; Danping Yin; Min Hu (NLPCC (2), 2019)

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems. - Yi Huang 017; Junlan Feng; Min Hu; Xiaoting Wu; Xiaoyu Du; Shuo Ma (ACL, 2020)

Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning. - Yi Huang 017; Junlan Feng; Shuo Ma; Xiaoyu Du; Xiaoting Wu (EMNLP (Findings), 2020)

Sentiment Analysis with Weighted Graph Convolutional Networks. - Fanyu Meng; Junlan Feng; Danping Yin; Si Chen; Min Hu (EMNLP (Findings), 2020)

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. - Yichi Zhang 001; Zhijian Ou; Min Hu; Junlan Feng (EMNLP (1), 2020)

Customer Segment Application of Machine Learning in Business Operation of China Mobile. - Qiaoyu Li; Wei Yang; Ying Liu; Xiaofang Liu; Yaohong Zhao; Jun Chu; Haitao Zeng; Xuefeng Zhao; Chao Deng; Junlan Feng (HPCC/DSS/SmartCity, 2020)

Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. - Yichi Zhang 001; Yinpei Dai; Zhijian Ou; Huixin Wang; Junlan Feng (INTERSPEECH, 2020)

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. - Yichi Zhang 001; Zhijian Ou; Huixin Wang; Junlan Feng (CoRR, 2020)

Learning to Check Contract Inconsistencies. - Shuo Zhang; Junzhou Zhao; Pinghui Wang; Nuo Xu; Yang Yang; Yiting Liu; Yi Huang 017; Junlan Feng (AAAI, 2021)

Adaptive Multi-receptive Field Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. - Xing Wang; Juan Zhao 009; Lin Zhu; Xu Zhou; Zhao Li; Junlan Feng; Chao Deng; Yong Zhang 025 (GLOBECOM, 2021)

Target Interest Distillation for Multi-Interest Recommendation. - Chenyang Wang 003; Zhefan Wang; Yankai Liu; Yang Ge; Weizhi Ma; Min Zhang 006; Yiqun Liu 001; Junlan Feng; Chao Deng 004; Shaoping Ma (CIKM, 2022)

Interactive Contrastive Learning for Self-Supervised Entity Alignment. - Kaisheng Zeng; Zhenhao Dong; Lei Hou 001; Yixin Cao 002; Minghao Hu; Jifan Yu; Xin Lv; Lei Cao; Xin Wang 117; Haozhuang Liu; Yi Huang 017; Junlan Feng; et al. (CIKM, 2022)

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling. - Guanting Dong; Daichi Guo; Liwen Wang; Xuefeng Li 002; Zechen Wang; Chen Zeng; Keqing He 001; Jinzheng Zhao; Hao Lei; Xinyue Cui; Yi Huang; Junlan Feng; et al. (COLING, 2022)

Generalized Intent Discovery: Learning from Open World Dialogue System. - Yutao Mou; Keqing He 001; Yanan Wu; Pei Wang; Jingang Wang; Wei Wu 014; Yi Huang; Junlan Feng; Weiran Xu (COLING, 2022)

A Multi-scale Ensemble Learning Model for Cellular Traffic Prediction. - Changzheng Gao; Tao Feng; Huandong Wang; Depeng Jin; Junlan Feng; Xing Wang; Lin Zhu; Chao Deng 002 (GLOBECOM, 2022)

Harmonic Gated Compensation Network Plus for ICASSP 2022 DNS Challenge. - Tianrui Wang; Weibin Zhu; Yingying Gao; Yanan Chen; Junlan Feng; Shilei Zhang (ICASSP, 2022)

HGCN: Harmonic Gated Compensation Network for Speech Enhancement. - Tianrui Wang; Weibin Zhu; Yingying Gao; Junlan Feng; Shilei Zhang (ICASSP, 2022)

Network Traffic Overload Prediction with Temporal Graph Attention Convolutional Networks. - Qiaohong Yu; Huandong Wang; Tong Li 013; Depeng Jin; Xing Wang; Lin Zhu; Junlan Feng; Chao Deng 002 (ICC Workshops, 2022)

Accurate and Scalable Graph Neural Networks for Billion-Scale Graphs. - Juxiang Zeng; Pinghui Wang; Lin Lan; Junzhou Zhao; Feiyang Sun 001; Jing Tao; Junlan Feng; Min Hu; Xiaohong Guan (ICDE, 2022)

Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. - Pei Ke; Haozhe Ji; Zhenyu Yang; Yi Huang; Junlan Feng; Xiaoyan Zhu 001; Minlie Huang (IJCAI, 2022)

"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs. - Shuo Zhang; Junzhou Zhao; Pinghui Wang; Yu Li; Yi Huang 017; Junlan Feng (IJCAI, 2022)

Meta Auxiliary Learning for Low-resource Spoken Language Understanding. - Yingying Gao; Junlan Feng; Chao Deng; Shilei Zhang (INTERSPEECH, 2022)

Distill-AER: Fine-Grained Address Entity Recognition from Spoken Dialogue via Knowledge Distillation. - Yitong Wang; Xue Han; Feng Zhou; Yiting Wang; Chao Deng; Junlan Feng (NLPCC (1), 2022)

Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. - Yucheng Cai; Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (SIGDIAL, 2022)

Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (SLT, 2022)

Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems. - Zhijian Ou; Junlan Feng; Juanzi Li; Yakun Li; Hong Liu 024; Hao Peng 015; Yi Huang 017; Jiangjiang Zhao (CoRR, 2022)

Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset. - Hong Liu 024; Hao Peng 015; Zhijian Ou; Juanzi Li; Yi Huang 017; Junlan Feng (CoRR, 2022)

Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture. - Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhijian Ou; Yi Huang 017; Junlan Feng (CoRR, 2022)

Multi-Action Dialog Policy Learning from Logged User Feedback. - Shuo Zhang; Junzhou Zhao; Pinghui Wang; Tianxiang Wang; Zi Liang; Jing Tao; Yi Huang 017; Junlan Feng (AAAI, 2023)

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction. - Zhe Yang; Yi Huang 017; Junlan Feng (ACL (Findings), 2023)

Noise-robust Pitch Detection Based on Super-Resolution Harmonics. - Dongjie Zhu; Weibin Zhu; Tianrui Wang; Yingying Gao; Junlan Feng; Shilei Zhang (APSIPA ASC, 2023)

Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. - Hong Liu 024; Yucheng Cai; Yuan Zhou; Zhijian Ou; Yi Huang 017; Junlan Feng (ASRU, 2023)

Predictability of Cellular Network Traffic Based on Conditional Entropy. - Bo Sun; Lei Yao; Zida Liu; Junlan Feng; Xing Wang; Lin Zhu; Chao Deng; Yong Zhang 025 (CCIS, 2023)

Multi-gate Mixture-of-Contrastive-Experts with Graph-based Gating Mechanism for TV Recommendation. - Cong Zhang; Dongyang Liu; Lin Zuo; Junlan Feng; Chao Deng 004; Jian Sun; Haitao Zeng; Yaohong Zhao (CIKM, 2023)

BiQCap: A Biquaternion and Capsule Network-Based Embedding Model for Temporal Knowledge Graph Completion. - Sensen Zhang; Xun Liang 001; Zhiying Li 004; Junlan Feng; Xiangping Zheng; Bo Wu 026 (DASFAA (2), 2023)

Spatial-Temporal Residual Multi-Graph Convolution Network for Traffic Forecasting. - Ruoxuan Zhu; Yi Qian 004; Hui Zheng; Xing Wang; Junlan Feng; Lin Zhu; Chao Deng (DSAA, 2023)

Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue. - Xue Han; Yitong Wang; Qian Hu; Pengwei Hu; Chao Deng; Junlan Feng (EMNLP, 2023)

Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding. - Xi Zhu; Xue Han; Shuyuan Peng; Shuo Lei; Chao Deng; Junlan Feng (EMNLP (Findings), 2023)

Empowering Spatial Knowledge Graph for Mobile Traffic Prediction. - Jiahui Gong; Yu Liu 016; Tong Li 013; Haoye Chai; Xing Wang; Junlan Feng; Chao Deng 002; Depeng Jin; Yong Li 008 (SIGSPATIAL/GIS, 2023)

Semi-Supervised Speech Enhancement Based On Speech Purity. - Zihao Cui; Shilei Zhang; Yanan Chen; Yingying Gao; Chao Deng; Junlan Feng (ICASSP, 2023)

ESCL: Equivariant Self-Contrastive Learning for Sentence Representations. - Jie Liu; Yixuan Liu; Xue Han; Chao Deng; Junlan Feng (ICASSP, 2023)

VE-KWS: Visual Modality Enhanced End-to-End Keyword Spotting. - Ao Zhang; He Wang 022; Pengcheng Guo; Yihui Fu; Lei Xie 001; Yingying Gao; Shilei Zhang; Junlan Feng (ICASSP, 2023)

Intent Does Matter! Propagating High-Order Relations for Exploring Interest Preferences. - Xiangping Zheng; Xun Liang 001; Bo Wu 026; Junlan Feng; Yuhui Guo; Sensen Zhang (ICASSP, 2023)

CSDnet:Causal Inference Aided Handover Parameter Adjusting Effect Estimation in Cellular Networks. - Xiaolei Hua; Qi Li; Zhao Zhang 023; Xinwen Fan; Lin Zhu; Renkai Yu; Yongqing Zhou; Yuemeng Zhang; Junlan Feng; Chao Deng; Xiangyang Yuan (ICC, 2023)

Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction. - Xing Wang; Kexin Yang; Zhendong Wang; Junlan Feng; Lin Zhu; Juan Zhao 009; Chao Deng (ICC, 2023)

Dynamic Perceiver for Efficient Visual Recognition. - Yizeng Han; Dongchen Han; Zeyu Liu; Yulin Wang 002; Xuran Pan; Yifan Pu; Chao Deng 004; Junlan Feng; Shiji Song; Gao Huang 001 (ICCV, 2023)

Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation. - Shenghao Yang 004; Chenyang Wang 003; Yankai Liu; Kangping Xu; Weizhi Ma; Yiqun Liu 001; Min Zhang 006; Haitao Zeng; Junlan Feng; Chao Deng 004 (ICDM, 2023)

Multi-Branch Spatial-Temporal Decoupling Neural Network for Traffic Forecasting. - Hui Zheng; Yi Qian 004; Ruoxuan Zhu; Xing Wang; Junlan Feng; Lin Zhu; Chao Deng (IJCNN, 2023)

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. - Yucheng Cai; Hong Liu 024; Zhijian Ou; Yi Huang 017; Junlan Feng (INTERSPEECH, 2023)

Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search. - Yingying Gao; Shilei Zhang; Zihao Cui; Chao Deng; Junlan Feng (INTERSPEECH, 2023)

Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns. - Shuodi Hui; Huandong Wang; Tong Li 013; Xinghao Yang; Xing Wang; Junlan Feng; Lin Zhu; Chao Deng 002; Pan Hui 001; Depeng Jin; Yong Li 008 (KDD, 2023)

Two-sided Calibration for Quality-aware Responsible Recommendation. - Chenyang Wang 003; Yankai Liu; Yuanqing Yu; Weizhi Ma; Min Zhang 006; Yiqun Liu 001; Haitao Zeng; Junlan Feng; Chao Deng 004 (RecSys, 2023)

Learning to Distinguish Multi-User Coupling Behaviors for TV Recommendation. - Jiarui Qin; Jiachen Zhu 001; Yankai Liu; Junchao Gao; Jianjie Ying; Chaoxiong Liu; Ding Wang; Junlan Feng; Chao Deng; Xiaozheng Wang; Jian Jiang; Cong Liu; et al. (WSDM, 2023)

Healing Unsafe Dialogue Responses with Weak Supervision Signals. - Zi Liang; Pinghui Wang; Ruofei Zhang; Shuo Zhang; Xiaofan Ye; Yi Huang; Junlan Feng (CoRR, 2023)

MPPN: Multi-Resolution Periodic Pattern Network For Long-Term Time Series Forecasting. - Xing Wang; Zhendong Wang; Kexin Yang; Junlan Feng; Zhiyan Song; Chao Deng; Lin Zhu (CoRR, 2023)

Deep Learning for Medication Recommendation: A Systematic Survey. - Zafar Ali; Yi Huang 017; Irfan Ullah 001; Junlan Feng; Chao Deng; Nimbeshaho Thierry; Asad Khan; Asim Ullah Jan; Xiaoli Shen; Rui Wu 010; Guilin Qi (Data Intell., 2023)

A survey of transformer-based multimodal pre-trained modals. - Xue Han; Yitong Wang; Junlan Feng; Chao Deng; Zhan-Heng Chen; Yu-An Huang; Hui Su; Lun Hu; Pengwei Hu 001 (Neurocomputing, 2023)

A novel Pseudo-label based domain adaptation method on tabular data. - Chu Wang; Xuefeng Zhao; Bin Wang; Chao Deng; Junlan Feng (J. Intell. Fuzzy Syst., 2023)

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems. - Hong Liu 024; Yucheng Cai; Zhenru Lin; Zhijian Ou; Yi Huang 017; Junlan Feng (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Harmonic Attention for Monaural Speech Enhancement. - Tianrui Wang; Weibin Zhu; Yingying Gao; Shilei Zhang; Junlan Feng (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Federated Learning Over Coupled Graphs. - Runze Lei; Pinghui Wang; Junzhou Zhao; Lin Lan; Jing Tao; Chao Deng; Junlan Feng; Xidian Wang; Xiaohong Guan (IEEE Trans. Parallel Distributed Syst., 2023)

Network Topology Optimization via Deep Reinforcement Learning. - Zhuoran Li; Xing Wang; Ling Pan; Lin Zhu; Zhendong Wang; Junlan Feng; Chao Deng; Longbo Huang (IEEE Trans. Commun., 2023)

Network Meets ChatGPT: Intent Autonomous Management, Control and Operation. - Jingyu Wang 001; Lei Zhang 094; Yiran Yang; Zirui Zhuang; Qi Qi 001; Haifeng Sun 001; Lu Lu 015; Junlan Feng; Jianxin Liao (J. Commun. Inf. Networks, 2023)

Holistic Transmission Performance Prediction of Balise System With Gate-Steered Residual Interweave Networks. - Chong Bian; Shunkun Yang; Qingyang Xu; Junlan Feng (IEEE Trans. Syst. Man Cybern. Syst., 2023)

EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation. - Yinghao Zhu; Changyu Ren; Zixiang Wang; Xiaochen Zheng; Shiyun Xie; Junlan Feng; Xi Zhu; Zhoujun Li 001; Liantao Ma; Chengwei Pan (CIKM, 2024)

LLM as a metric critic for low resource relation identification. - Zhe Yang; Yi Huang; Yaqin Chen; Xiaoting Wu; Junlan Feng; Chao Deng (EMNLP (Findings), 2024)

Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners. - Shimao Zhang; Changjiang Gao; Wenhao Zhu; Jiajun Chen 001; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Shujian Huang (EMNLP, 2024)

Feature Mixing-Based Active Learning for Multi-Label Text Classification. - Xue Han; Qing Wang; Yitong Wang; Jiahui Wang; Chao Deng; Junlan Feng (ICASSP, 2024)

A Generative Adversarial Framework for Dialogue Generation with Neural Architecture Search. - Yi Huang; Wei Hu; Junlan Feng (ICASSP, 2024)

Robust Self-Supervised Learning with Contrast Samples for Natural Language Understanding. - Jie Liu; Xue Han; Chao Deng; Junlan Feng (ICASSP, 2024)

Temporal Knowledge Graph Embedding using Householder Transformations. - Sensen Zhang; Xun Liang 001; Simin Niu; Junlan Feng; Chen Feng; Mengwei Wang (ICASSP, 2024)

World Model Aided Parameter Adjustment Decision and Evaluation System for Radio Access Network. - Tianmu Sha; Yuemeng Zhang; Qi Li; Zhenyu Zhang; Lin Zhu; Xiaolei Hua; Renkai Yu; Xinwen Fan; Zhe Lei; Junlan Feng; Yong Zhang (ICC, 2024)

A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities. - Peng Jia 004; Pinghui Wang; Rundong Li 002; Junzhou Zhao; Junlan Feng; Xidian Wang; Xiaohong Guan (ICDE, 2024)

Learning Temporal Cues for Fine-Grained Action Recognition. - Zhihao Liu; Yi Zhang; Wenhui Huang; Yan Liu; Mengyang Pu; Chao Deng; Junlan Feng (ICIP, 2024)

MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition. - Haiyang Sun 004; Fulin Zhang; Yingying Gao; Shilei Zhang; Zheng Lian; Junlan Feng (INTERSPEECH, 2024)

GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model. - Yingying Gao; Shilei Zhang; Chao Deng; Junlan Feng (INTERSPEECH, 2024)

Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification. - Yaqian Hao; Chenguang Hu; Yingying Gao; Shilei Zhang; Junlan Feng (INTERSPEECH, 2024)

On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations. - Yaqian Hao; Chenguang Hu; Yingying Gao; Shilei Zhang; Junlan Feng (INTERSPEECH, 2024)

CEC: A Noisy Label Detection Method for Speaker Recognition. - Yao Shen; Yingying Gao; Yaqian Hao; Chenguang Hu; Fulin Zhang; Junlan Feng; Shilei Zhang (INTERSPEECH, 2024)

ASRLM: ASR-Robust Language Model Pre-training via Generative and Discriminative Learning. - Qian Hu; Xue Han; Yiting Wang; Yitong Wang; Chao Deng; Junlan Feng (NLPCC (3), 2024)

Improving Self-consistency for Open-Domain Question Answering via Automatic Prompt Engineering and Ensemble Learning. - Jie Liu; Xue Han; Chao Deng; Junlan Feng (NLPCC (2), 2024)

Multiagent Reinforcement Learning Based on Structural Coordination. - Yixuan Li; Yi Huang; Junlan Feng; Chao Deng; Chunyu Liu; Vincent Chau; Wanyuan Wang (PDCAT, 2024)

The 2nd Futuredial Challenge: Dialog Systems With Retrieval Augmented Generation (Futuredial-RAG). - Yucheng Cai; Si Chen; Yuxuan Wu; Yi Huang 017; Junlan Feng; Zhijian Ou (SLT, 2024)

Plan, Generate and Optimize: Extending Large Language Models for Dialogue Systems Via Prompt-Based Collaborativec Method. - Mengfei Guo; Si Chen; Yi Huang; Junlan Feng (SLT, 2024)

Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. - Ruizhuo Xu; Ke Wang; Chao Deng; Mei Wang; Xi Chen; Wenhui Huang; Junlan Feng; Weihong Deng (CoRR, 2024)

Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network. - Yanan Chen; Zihao Cui; Yingying Gao; Junlan Feng; Chao Deng; Shilei Zhang (CoRR, 2024)

InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting. - Ce Chi; Xing Wang; Kexin Yang; Zhiyan Song; Di Jin; Lin Zhu; Chao Deng; Junlan Feng (CoRR, 2024)

The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). - Yucheng Cai; Si Chen; Yi Huang 017; Junlan Feng; Zhijian Ou (CoRR, 2024)

Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary? - Shimao Zhang; Changjiang Gao; Wenhao Zhu; Jiajun Chen 001; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Shujian Huang (CoRR, 2024)

EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling. - Yinghao Zhu; Changyu Ren; Zixiang Wang; Xiaochen Zheng; Shiyun Xie; Junlan Feng; Xi Zhu; Zhoujun Li 001; Liantao Ma; Chengwei Pan (CoRR, 2024)

PolySpeech: Exploring Unified Multitask Speech Models for Competitiveness with Single-task Models. - Runyan Yang; Huibao Yang; Xiqing Zhang; Tiantian Ye; Ying Liu; Yingying Gao; Shilei Zhang; Chao Deng; Junlan Feng (CoRR, 2024)

Predicting Parameter Change's Effect on Cellular Network Time Series. - Mingjie Li 005; Yongqian Sun; Xiaolei Hua; Renkai Yu; Xinwen Fan; Lin Zhu; Junlan Feng; Dan Pei (CoRR, 2024)

Fine-Grained Recognition With Learnable Semantic Data Augmentation. - Yifan Pu; Yizeng Han; Yulin Wang 002; Junlan Feng; Chao Deng 004; Gao Huang 001 (IEEE Trans. Image Process., 2024)

Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. - Ruizhuo Xu; Ke Wang; Chao Deng; Mei Wang 001; Xi Chen; Wenhui Huang; Junlan Feng; Weihong Deng (Pattern Recognit., 2024)

A double-layer attentive graph convolution networks based on transfer learning for dynamic graph classification. - Lei Yao; Da Guo; Xing Wang; Lin Zhu; Junlan Feng; Yong Zhang 025 (Int. J. Mach. Learn. Cybern., 2024)

Mobility Prediction via Rule-enhanced Knowledge Graph. - Qiaohong Yu; Huandong Wang; Yu Liu 016; Depeng Jin; Yong Li 008; Lin Zhu; Junlan Feng (ACM Trans. Knowl. Discov. Data, 2024)

KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction. - Jiahui Gong; Tong Li 013; Huandong Wang; Yu Liu 016; Xing Wang; Zhendong Wang; Chao Deng 002; Junlan Feng; Depeng Jin; Yong Li 008 (ACM Trans. Intell. Syst. Technol., 2024)

MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing. - Hao Zhou 012; Zhijun Wang; Shujian Huang; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Weihua Luo; Jiajun Chen 001 (AAAI, 2025)

Self-attention-based Graph-of-Thought for Math Problem Solving. - Ruiqiao Bai; Xue Han; Shuo Lei; Junlan Feng; Yanyan Luo; Chao Deng (ACL (Findings), 2025)

Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems. - Yucheng Cai; Ke Li; Yi Huang 017; Junlan Feng; Zhijian Ou (ACL (Findings), 2025)

Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training. - Zhijun Wang; Jiahuan Li; Hao Zhou; Rongxiang Weng; Jingang Wang; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Shujian Huang (ACL (Findings), 2025)

From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM. - Jianyu Liu; Yi Huang; Sheng Bi; Junlan Feng; Guilin Qi (COLING, 2025)

InjectTST: Injecting Global Information into Independent Channels for Long Time Series Forecasting. - Ce Chi; Xing Wang; Kexin Yang; Zhiyan Song; Di Jin; Lin Zhu; Chao Deng; Junlan Feng (ICASSP, 2025)

Energy-based Model Guided Self-Supervised Learning for Speaker Verification. - Yaqian Hao; Chenguang Hu; Chong Bian; Junlan Feng; Yingying Gao; Shilei Zhang (ICASSP, 2025)

Efficient Extreme Large-Scale Speaker Verification: Dynamic Active Sub Fully-Connected Layers for Faster Training and Memory Optimization. - Fulin Zhang; Chenguang Hu; Yao Shen; Yingying Gao; Shilei Zhang; Junlan Feng (ICASSP, 2025)

LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently. - Xue Han; Yitong Wang; Junlan Feng; Wenchun Gao; Qian Hu; Chao Deng (ICLR, 2025)

Large Language Models Are Cross-Lingual Knowledge-Free Reasoners. - Peng Hu; Sizhe Liu; Changjiang Gao; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Shujian Huang (NAACL (Long Papers), 2025)

Palette of Language Models: A Solver for Controlled Text Generation. - Zhe Yang; Yi Huang; Yaqin Chen; XiaotingWu XiaotingWu; Junlan Feng; Chao Deng (NAACL (Long Papers), 2025)

JCCMTM: Joint channel-independent and channel-dependent strategy for masked multivariate time-series modeling. - Qi Li; Zhenyu Zhang; Yong Zhang 025; Zhao Zhang 023; Lin Zhu; Xiaolei Hua; Renkai Yu; Xinwen Fan; Zhe Lei; Junlan Feng (Neural Networks, 2025)

Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs. - Yu Li 021; Yi Huang; Guilin Qi; Junlan Feng; Nan Hu; Songlin Zhai; Haohan Xue; Yongrui Chen 002; Ruoyan Shen; Tongtong Wu (CoRR, 2025)

SafeDialBench: A Fine-Grained Safety Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks. - Hongye Cao; Yanming Wang; Sijia Jing; Ziyue Peng; Zhixin Bai; Zhe Cao; Meng Fang; Fan Feng; Boyan Wang; Jiaheng Liu; Tianpei Yang; Jing Huo; et al. (CoRR, 2025)

Ticktack : Long Span Temporal Alignment of Large Language Models Leveraging Sexagenary Cycle Time Expression. - Xue Han; Qian Hu; Yitong Wang; Wenchun Gao; Lianlian Zhang; Qing Wang; Lijun Mei; Chao Deng; Junlan Feng (CoRR, 2025)

Palette of Language Models: A Solver for Controlled Text Generation. - Zhe Yang; Yi Huang; Yaqin Chen; Xiaoting Wu; Junlan Feng; Chao Deng (CoRR, 2025)

A Comprehensive Survey on Long Context Language Modeling. - Jiaheng Liu; Dawei Zhu; Zhiqi Bai; Yancheng He; Huanxuan Liao; Haoran Que; Zekun Wang; Chenchen Zhang; Ge Zhang 009; Jiebin Zhang; Yuanxing Zhang; Zhuo Chen; et al. (CoRR, 2025)

Uni-AdaFocus: Spatial-Temporal Dynamic Computation for Video Recognition. - Yulin Wang 002; Haoji Zhang 001; Yang Yue; Shiji Song; Chao Deng 004; Junlan Feng; Gao Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From. - Changjiang Gao; Hankun Lin; Shujian Huang; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Jiajun Chen 001 (CoRR, 2025)

ReDDiT: Rehashing Noise for Discrete Visual Generation. - Tianren Ma; Xiaosong Zhang 004; Boyu Yang 002; Junlan Feng; Qixiang Ye (CoRR, 2025)

TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models. - Ce Li; Xiaofan Liu; Zhiyan Song; Ce Chi; Chen Zhao; Jingjing Yang; Zhendong Wang; Kexin Yang; Boshen Shi; Xing Wang; Chao Deng; Junlan Feng (CoRR, 2025)

Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems. - Yucheng Cai; Yuxuan Wu; Yi Huang 017; Junlan Feng; Zhijian Ou (CoRR, 2025)

Predicting Mobile App Usage With Context-Aware Dynamic Hypergraphs. - Zihan Huang; Tong Li 013; Xing Wang; Kexin Yang; Chao Deng 002; Junlan Feng; Yong Li 008 (IEEE Trans. Mob. Comput., 2025)

RECALLED: An Unbounded Resource Consumption Attack on Large Vision-Language Models. - Haoran Gao; Yuanhe Zhang; Zhenhong Zhou; Lei Jiang; Fanyu Meng; Yujia Xiao; Kun Wang; Yang Liu; Junlan Feng (CoRR, 2025)

JT-Math: A Multi-Stage Framework for Advanced Mathematical Reasoning in Large Language Models. - Yifan Hao; Fangning Chao; Yaqian Hao; Zhaojun Cui; Huan Bai; Haiyu Zhang; Yankai Liu; Chao Deng; Junlan Feng (CoRR, 2025)

Building Accurate and Interpretable Online Classifiers on Edge Devices. - Yuanming Zhang; Pinghui Wang; Kuankuan Cheng; Junzhou Zhao; Jing Tao; Jingxin Hai; Junlan Feng; Chao Deng; Xidian Wang (IEEE Trans. Parallel Distributed Syst., 2025)