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2024

2023

Network Meets ChatGPT: Intent Autonomous Management, Control and OperationJingyu Wang 0001, Lei Zhang, Yiran Yang, Zirui Zhuang, Qi Qi 0001, Haifeng Sun 0001, Lu Lu, Junlan Feng, Jianxin Liao. jcin, 8(3):239-255, September 2023. [doi]

Two-sided Calibration for Quality-aware Responsible RecommendationChenyang Wang 0003, Yankai Liu, Yuanqing Yu, Weizhi Ma, Min Zhang, Yiqun Liu 0001, Haitao Zeng, Junlan Feng, Chao Deng. recsys 2023: 223-233 [doi]

Collaborative Word-based Pre-trained Item Representation for Transferable RecommendationShenghao Yang 0004, Chenyang Wang 0003, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu 0001, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng. icdm 2023: 728-737 [doi]

Deep Learning for Medication Recommendation: A Systematic SurveyZafar Ali, Yi Huang, Irfan Ullah 0001, Junlan Feng, Chao Deng, Nimbeshaho Thierry, Asad Khan, Asim Ullah Jan, Xiaoli Shen, Rui Wu, Guilin Qi. dint, 5(2):303-354, Spring 2023. [doi]

Holistic Transmission Performance Prediction of Balise System With Gate-Steered Residual Interweave NetworksChong Bian, Shunkun Yang, Qingyang Xu, Junlan Feng. tsmc, 53(12):7461-7474, December 2023. [doi]

Semi-Supervised Speech Enhancement Based On Speech PurityZihao Cui, Shilei Zhang, Yanan Chen, Yingying Gao, Chao Deng, Junlan Feng. icassp 2023: 1-5 [doi]

Empowering Spatial Knowledge Graph for Mobile Traffic PredictionJiahui Gong, Yu Liu, Tong Li, Haoye Chai, Xing Wang, Junlan Feng, Chao Deng, Depeng Jin, Yong Li 0008. gis 2023: [doi]

Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken DialogueXue Han, Yitong Wang, Qian Hu, Pengwei Hu, Chao Deng, Junlan Feng. emnlp 2023: 6988-6997 [doi]

A survey of transformer-based multimodal pre-trained modalsXue Han, Yitong Wang, Junlan Feng, Chao Deng, Zhan-Heng Chen, Yu-An Huang, Hui Su, Lun Hu, Pengwei Hu. ijon, 515:89-106, 2023. [doi]

Dynamic Perceiver for Efficient Visual RecognitionYizeng Han, Dongchen Han, Zeyu Liu, Yulin Wang, Xuran Pan, Yifan Pu, Chao Deng, Junlan Feng, Shiji Song, Gao Huang. iccv 2023: 5969-5979 [doi]

CSDnet:Causal Inference Aided Handover Parameter Adjusting Effect Estimation in Cellular NetworksXiaolei Hua, Qi Li, Zhao Zhang 0023, Xinwen Fan, Lin Zhu, Renkai Yu, Yongqing Zhou, Yuemeng Zhang, Junlan Feng, Chao Deng, Xiangyang Yuan. icc 2023: 5304-5309 [doi]

Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic PatternsShuodi Hui, Huandong Wang, Tong Li, Xinghao Yang, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng, Pan Hui 0001, Depeng Jin, Yong Li. kdd 2023: 4195-4206 [doi]

Federated Learning Over Coupled GraphsRunze Lei, Pinghui Wang, Junzhou Zhao, Lin Lan, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan. tpds, 34(4):1159-1172, April 2023. [doi]

Network Topology Optimization via Deep Reinforcement LearningZhuoran Li, Xing Wang, Ling Pan, Lin Zhu, Zhendong Wang, Junlan Feng, Chao Deng, Longbo Huang. tcom, 71(5):2847-2859, May 2023. [doi]

ESCL: Equivariant Self-Contrastive Learning for Sentence RepresentationsJie Liu, Yixuan Liu, Xue Han, Chao Deng, Junlan Feng. icassp 2023: 1-5 [doi]

Prompt Pool Based Class-Incremental Continual Learning for Dialog State TrackingHong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng. asru 2023: 1-8 [doi]

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog SystemsHong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng. taslp, 31:970-984, 2023. [doi]

Learning to Distinguish Multi-User Coupling Behaviors for TV RecommendationJiarui Qin, Jiachen Zhu, Yankai Liu, Junchao Gao, Jianjie Ying, Chaoxiong Liu, Ding Wang, Junlan Feng, Chao Deng, Xiaozheng Wang, Jian Jiang, Cong Liu, Yong Yu, Haitao Zeng, Weinan Zhang 0001. wsdm 2023: 204-212 [doi]

Predictability of Cellular Network Traffic Based on Conditional EntropyBo Sun, Lei Yao, Zida Liu, Junlan Feng, Xing Wang, Lin Zhu, Chao Deng, Yong Zhang 0025. ccis 2023: 132-137 [doi]

Harmonic Attention for Monaural Speech EnhancementTianrui Wang, Weibin Zhu, Yingying Gao, Shilei Zhang, Junlan Feng. taslp, 31:2424-2436, 2023. [doi]

Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic PredictionXing Wang, Kexin Yang, Zhendong Wang, Junlan Feng, Lin Zhu, Juan Zhao 0009, Chao Deng. icc 2023: 4026-4032 [doi]

A novel Pseudo-label based domain adaptation method on tabular dataChu Wang, Xuefeng Zhao, Bin Wang, Chao Deng, Junlan Feng. jifs, 44(5):7699-7708, 2023. [doi]

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation ExtractionZhe Yang, Yi Huang, Junlan Feng. acl 2023: 9023-9035 [doi]

BiQCap: A Biquaternion and Capsule Network-Based Embedding Model for Temporal Knowledge Graph CompletionSensen Zhang, Xun Liang 0001, Zhiying Li, Junlan Feng, Xiangping Zheng, Bo Wu. dasfaa 2023: 673-688 [doi]

VE-KWS: Visual Modality Enhanced End-to-End Keyword SpottingAo Zhang, He Wang, Pengcheng Guo, Yihui Fu, Lei Xie 0001, Yingying Gao, Shilei Zhang, Junlan Feng. icassp 2023: 1-5 [doi]

Multi-gate Mixture-of-Contrastive-Experts with Graph-based Gating Mechanism for TV RecommendationCong Zhang, Dongyang Liu, Lin Zuo, Junlan Feng, Chao Deng, Jian Sun, Haitao Zeng, Yaohong Zhao. CIKM 2023: 4938-4944 [doi]

Multi-Action Dialog Policy Learning from Logged User FeedbackShuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng. AAAI 2023: 13976-13983 [doi]

Multi-Branch Spatial-Temporal Decoupling Neural Network for Traffic ForecastingHui Zheng, Yi Qian, Ruoxuan Zhu, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng. ijcnn 2023: 1-8 [doi]

Intent Does Matter! Propagating High-Order Relations for Exploring Interest PreferencesXiangping Zheng, Xun Liang 0001, Bo Wu, Junlan Feng, Yuhui Guo, Sensen Zhang. icassp 2023: 1-5 [doi]

Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document UnderstandingXi Zhu, Xue Han, Shuyuan Peng, Shuo Lei, Chao Deng, Junlan Feng. emnlp 2023: 7773-7784 [doi]

Spatial-Temporal Residual Multi-Graph Convolution Network for Traffic ForecastingRuoxuan Zhu, Yi Qian 0004, Hui Zheng, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng. dsaa 2023: 1-10 [doi]

Noise-robust Pitch Detection Based on Super-Resolution HarmonicsDongjie Zhu, Weibin Zhu, Tianrui Wang, Yingying Gao, Junlan Feng, Shilei Zhang. apsipa 2023: 422-426 [doi]

2022

Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable ModelsYucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng. sigdial 2022: 456-467 [doi]

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot FillingGuanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu. COLING 2022: 5327-5334 [doi]

Meta Auxiliary Learning for Low-resource Spoken Language UnderstandingYingying Gao, Junlan Feng, Chao Deng, Shilei Zhang. interspeech 2022: 2703-2707 [doi]

A Multi-scale Ensemble Learning Model for Cellular Traffic PredictionChangzheng Gao, Tao Feng, Huandong Wang, Depeng Jin, Junlan Feng, Xing Wang, Lin Zhu, Chao Deng. globecom 2022: 209-214 [doi]

Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text GenerationPei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang. IJCAI 2022: 4178-4184 [doi]

Generalized Intent Discovery: Learning from Open World Dialogue SystemYutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu. COLING 2022: 707-720 [doi]

Target Interest Distillation for Multi-Interest RecommendationChenyang Wang, Zhefan Wang, Yankai Liu, Yang Ge, Weizhi Ma, Min Zhang 0006, Yiqun Liu 0001, Junlan Feng, Chao Deng, Shaoping Ma. CIKM 2022: 2007-2016 [doi]

HGCN: Harmonic Gated Compensation Network for Speech EnhancementTianrui Wang, Weibin Zhu, Yingying Gao, Junlan Feng, Shilei Zhang. icassp 2022: 371-375 [doi]

Harmonic Gated Compensation Network Plus for ICASSP 2022 DNS ChallengeTianrui Wang, Weibin Zhu, Yingying Gao, Yanan Chen, Junlan Feng, Shilei Zhang. icassp 2022: 9286-9290 [doi]

Distill-AER: Fine-Grained Address Entity Recognition from Spoken Dialogue via Knowledge DistillationYitong Wang, Xue Han, Feng Zhou, Yiting Wang, Chao Deng, Junlan Feng. nlpcc 2022: 643-655 [doi]

Network Traffic Overload Prediction with Temporal Graph Attention Convolutional NetworksQiaohong Yu, Huandong Wang, Tong Li, Depeng Jin, Xing Wang, Lin Zhu, Junlan Feng, Chao Deng. icc 2022: 885-890 [doi]

Accurate and Scalable Graph Neural Networks for Billion-Scale GraphsJuxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu, Xiaohong Guan. icde 2022: 110-122 [doi]

Interactive Contrastive Learning for Self-Supervised Entity AlignmentKaisheng Zeng, Zhenhao Dong, Lei Hou 0001, Yixin Cao 0002, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng. CIKM 2022: 2465-2475 [doi]

"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action DialogsShuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng. IJCAI 2022: 4510-4516 [doi]

2021

2020

Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-LearningYi Huang, Junlan Feng, Shuo Ma, Xiaoyu Du, Xiaoting Wu. emnlp 2020: 4123-4128 [doi]

Meta-Reinforced Multi-Domain State Generator for Dialogue SystemsYi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du, Shuo Ma. acl 2020: 7109-7118 [doi]

Customer Segment Application of Machine Learning in Business Operation of China MobileQiaoyu Li, Wei Yang, Ying Liu, Xiaofang Liu, Yaohong Zhao, Jun Chu, Haitao Zeng, Xuefeng Zhao, Chao Deng, Junlan Feng. hpcc 2020: 1344-1349 [doi]

Sentiment Analysis with Weighted Graph Convolutional NetworksFanyu Meng, Junlan Feng, Danping Yin, Si Chen, Min Hu. emnlp 2020: 586-595 [doi]

Improved Learning of Word Embeddings with Word Definitions and Semantic InjectionYichi Zhang, Yinpei Dai, Zhijian Ou, Huixin Wang, Junlan Feng. interspeech 2020: 4253-4257 [doi]

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised LearningYichi Zhang, Zhijian Ou, Min Hu, Junlan Feng. emnlp 2020: 9207-9219 [doi]

2019

2016

Unsatisfied customer call detection with deep learningPengyu Cong, Chaomin Wang, Zhijie Ren, Huixin Wang, Yanmeng Wang, Junlan Feng. iscslp 2016: 1-5 [doi]

2012

Language Modeling for Voice-Enabled Social TV Using TweetsJunlan Feng, Bernard Renger. interspeech 2012: 2350-2353 [doi]

Trends in Speech and Language Processing [In the Spotlight]Junlan Feng, Bhuvana Ramabhadran, John H. L. Hansen, Jason D. Williams. spm, 29(1):177-179, 2012. [doi]

2011

Measuring User Influence on Twitter Using Modified K-Shell DecompositionPhil Brown, Junlan Feng. icwsm 2011: [doi]

A Bootstrapping Approach to Identifying Relevant Tweets for Social TVOvidiu Dan, Junlan Feng, Brian D. Davison 0001. icwsm 2011: [doi]

Filtering microblogging messages for social TVOvidiu Dan, Junlan Feng, Brian D. Davison. WWW 2011: 197-200 [doi]

Speech and Multimodal Interaction in Mobile SearchJunlan Feng, Michael Johnston, Srinivas Bangalore. spm, 28(4):40-49, 2011. [doi]

Location-aware query parsing for mobile voice searchJunlan Feng. icassp 2011: 5728-5731 [doi]

Speech and multimodal interaction in mobile searchJunlan Feng, Michael Johnston, Srinivas Bangalore. WWW 2011: 293-294 [doi]

VoiSTV: voice-enabled social TVBernard Renger, Junlan Feng, Ovidiu Dan, Harry Chang, Luciano Barbosa. WWW 2011: 253-256 [doi]

2010

2009

Effects of Word Confusion Networks on Voice SearchJunlan Feng, Srinivas Bangalore. eacl 2009: 238-245 [doi]

Role of natural language understanding in voice local searchJunlan Feng, Srinivas Bangalore, Mazin Gilbert. interspeech 2009: 1859-1862 [doi]

Query parsing for voice-enabled mobile local searchJunlan Feng, Srinivas Bangalore. icassp 2009: 4777-4780 [doi]

2008

WebTrack: Mining and Tracking Content and Structure of WebsitesJunlan Feng, Valerie Torres, Daniel Sheleheda, Cynthia Cama. dmin 2008: 667-673

Speech and language processing over the webMazin Gilbert, Junlan Feng. spm, 25(3):18-28, 2008. [doi]

2006

Question answering with discriminative learning algorithmsJunlan Feng. interspeech 2006: [doi]

Webtalk: Towards Automatically Building Spoken Dialog Systems Through MiningwebsitesJunlan Feng, Dilek Hakkani-Tür, Giuseppe Di Fabbrizio, Mazin Gilbert, Mark C. Beutnagel. icassp 2006: 573-576 [doi]

2005

Webtalk: mining websites for interactively answering questionsJunlan Feng, Srihari Reddy, Murat Saraclar. interspeech 2005: 2485-2488 [doi]

A Learning Approach to Discovering Web Page Semantic StructuresJunlan Feng, Patrick Haffner, Mazin Gilbert. icdar 2005: 1055-1059 [doi]

2004

Question-answering in webtalk: an evaluation studyJunlan Feng, Srinivas Bangalore, Mazin G. Rahim. interspeech 2004: 2613-2616 [doi]

2003

WebTalk: Towards Automatically Building Dialog Services by Exploiting the Content & Structure of WebsitesJunlan Feng, Srinivas Bangalore, Mazin Rahim. WWW 2003: [doi]

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