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2020 – today
- 2024
[j15]Lei Yao, Da Guo, Xing Wang, Lin Zhu, Junlan Feng, Yong Zhang
:
A double-layer attentive graph convolution networks based on transfer learning for dynamic graph classification. Int. J. Mach. Learn. Cybern. 15(3): 863-877 (2024)- [j14]Ruizhuo Xu, Ke Wang, Chao Deng, Mei Wang, Xi Chen, Wenhui Huang, Junlan Feng, Weihong Deng:
Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. Pattern Recognit. 145: 109936 (2024) - [j13]Yifan Pu, Yizeng Han, Yulin Wang, Junlan Feng, Chao Deng, Gao Huang:
Fine-Grained Recognition With Learnable Semantic Data Augmentation. IEEE Trans. Image Process. 33: 3130-3144 (2024) - [c86]Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan:
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation. CIKM 2024: 3549-3559 - [c85]Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners. EMNLP 2024: 8037-8051 - [c84]Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng:
LLM as a metric critic for low resource relation identification. EMNLP (Findings) 2024: 14168-14178 - [c83]Jie Liu, Xue Han, Chao Deng, Junlan Feng:
Robust Self-Supervised Learning with Contrast Samples for Natural Language Understanding. ICASSP 2024: 10076-10080 - [c82]Sensen Zhang, Xun Liang, Simin Niu, Junlan Feng, Chen Feng, Mengwei Wang:
Temporal Knowledge Graph Embedding using Householder Transformations. ICASSP 2024: 10106-10110 - [c81]Xue Han, Qing Wang, Yitong Wang, Jiahui Wang, Chao Deng, Junlan Feng:
Feature Mixing-Based Active Learning for Multi-Label Text Classification. ICASSP 2024: 10551-10555 - [c80]Yi Huang, Wei Hu, Junlan Feng:
A Generative Adversarial Framework for Dialogue Generation with Neural Architecture Search. ICASSP 2024: 11761-11765 - [c79]Tianmu Sha, Yuemeng Zhang, Qi Li, Zhenyu Zhang, Lin Zhu, Xiaolei Hua, Renkai Yu, Xinwen Fan, Zhe Lei, Junlan Feng, Yong Zhang:
World Model Aided Parameter Adjustment Decision and Evaluation System for Radio Access Network. ICC 2024: 1649-1654 - [c78]Peng Jia, Pinghui Wang, Rundong Li, Junzhou Zhao, Junlan Feng, Xidian Wang, Xiaohong Guan:
A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities. ICDE 2024: 1338-1351 - [c77]Jie Liu, Xue Han, Chao Deng, Junlan Feng:
Improving Self-consistency for Open-Domain Question Answering via Automatic Prompt Engineering and Ensemble Learning. NLPCC (2) 2024: 359-371 - [c76]Qian Hu, Xue Han, Yiting Wang, Yitong Wang, Chao Deng, Junlan Feng:
ASRLM: ASR-Robust Language Model Pre-training via Generative and Discriminative Learning. NLPCC (3) 2024: 407-419 - [i46]Ruizhuo Xu, Ke Wang, Chao Deng, Mei Wang, Xi Chen, Wenhui Huang, Junlan Feng, Weihong Deng:
Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. CoRR abs/2401.00719 (2024) - [i45]Yanan Chen, Zihao Cui, Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang:
Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network. CoRR abs/2402.12746 (2024) - [i44]Ce Chi, Xing Wang, Kexin Yang, Zhiyan Song, Di Jin, Lin Zhu, Chao Deng, Junlan Feng:
InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting. CoRR abs/2403.02814 (2024) - [i43]Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou:
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). CoRR abs/2405.13084 (2024) - [i42]Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary? CoRR abs/2405.13816 (2024) - [i41]Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan:
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling. CoRR abs/2406.00036 (2024) - [i40]Runyan Yang, Huibao Yang, Xiqing Zhang, Tiantian Ye, Ying Liu, Yingying Gao, Shilei Zhang, Chao Deng, Junlan Feng:
PolySpeech: Exploring Unified Multitask Speech Models for Competitiveness with Single-task Models. CoRR abs/2406.07801 (2024) - [i39]Yingying Gao, Shilei Zhang, Chao Deng, Junlan Feng:
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model. CoRR abs/2406.09444 (2024) - [i38]Yao Shen, Yingying Gao, Yaqian Hao, Chenguang Hu, Fulin Zhang, Junlan Feng, Shilei Zhang:
CEC: A Noisy Label Detection Method for Speaker Recognition. CoRR abs/2406.13268 (2024) - [i37]Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners. CoRR abs/2406.16655 (2024) - [i36]Yaqian Hao, Chenguang Hu, Yingying Gao, Shilei Zhang, Junlan Feng:
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations. CoRR abs/2406.18065 (2024) - [i35]Yaqian Hao, Chenguang Hu, Yingying Gao, Shilei Zhang, Junlan Feng:
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification. CoRR abs/2406.18067 (2024) - [i34]Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen:
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing. CoRR abs/2408.11396 (2024) - [i33]Mingjie Li, Yongqian Sun, Xiaolei Hua, Renkai Yu, Xinwen Fan, Lin Zhu, Junlan Feng, Dan Pei:
Predicting Parameter Change's Effect on Cellular Network Time Series. CoRR abs/2408.15516 (2024) - 2023
- [j12]Zafar Ali, Yi Huang, Irfan Ullah, Junlan Feng, Chao Deng, Nimbeshaho Thierry, Asad Khan, Asim Ullah Jan, Xiaoli Shen, Rui Wu, Guilin Qi:
Deep Learning for Medication Recommendation: A Systematic Survey. Data Intell. 5(2): 303-354 (2023) - [j11]Xue Han, Yitong Wang, Junlan Feng, Chao Deng, Zhan-Heng Chen, Yu-An Huang, Hui Su, Lun Hu, Pengwei Hu:
A survey of transformer-based multimodal pre-trained modals. Neurocomputing 515: 89-106 (2023) - [j10]Jingyu Wang, Lei Zhang, Yiran Yang, Zirui Zhuang, Qi Qi, Haifeng Sun, Lu Lu, Junlan Feng, Jianxin Liao:
Network Meets ChatGPT: Intent Autonomous Management, Control and Operation. J. Commun. Inf. Networks 8(3): 239-255 (2023) - [j9]Chu Wang, Xuefeng Zhao, Bin Wang, Chao Deng, Junlan Feng:
A novel Pseudo-label based domain adaptation method on tabular data. J. Intell. Fuzzy Syst. 44(5): 7699-7708 (2023) - [j8]Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng:
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems. IEEE ACM Trans. Audio Speech Lang. Process. 31: 970-984 (2023) - [j7]Tianrui Wang, Weibin Zhu, Yingying Gao, Shilei Zhang, Junlan Feng:
Harmonic Attention for Monaural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2424-2436 (2023) - [j6]Zhuoran Li, Xing Wang, Ling Pan, Lin Zhu, Zhendong Wang, Junlan Feng, Chao Deng, Longbo Huang:
Network Topology Optimization via Deep Reinforcement Learning. IEEE Trans. Commun. 71(5): 2847-2859 (2023) - [j5]Runze Lei, Pinghui Wang, Junzhou Zhao, Lin Lan, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan:
Federated Learning Over Coupled Graphs. IEEE Trans. Parallel Distributed Syst. 34(4): 1159-1172 (2023) - [j4]Chong Bian, Shunkun Yang, Qingyang Xu, Junlan Feng:
Holistic Transmission Performance Prediction of Balise System With Gate-Steered Residual Interweave Networks. IEEE Trans. Syst. Man Cybern. Syst. 53(12): 7461-7474 (2023) - [c75]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng:
Multi-Action Dialog Policy Learning from Logged User Feedback. AAAI 2023: 13976-13983 - [c74]Zhe Yang, Yi Huang, Junlan Feng:
Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction. ACL (Findings) 2023: 9023-9035 - [c73]Dongjie Zhu, Weibin Zhu, Tianrui Wang, Yingying Gao, Junlan Feng, Shilei Zhang:
Noise-robust Pitch Detection Based on Super-Resolution Harmonics. APSIPA ASC 2023: 422-426 - [c72]Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng:
Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. ASRU 2023: 1-8 - [c71]Bo Sun, Lei Yao, Zida Liu, Junlan Feng, Xing Wang, Lin Zhu, Chao Deng, Yong Zhang:
Predictability of Cellular Network Traffic Based on Conditional Entropy. CCIS 2023: 132-137 - [c70]Cong Zhang, Dongyang Liu, Lin Zuo, Junlan Feng, Chao Deng, Jian Sun, Haitao Zeng, Yaohong Zhao:
Multi-gate Mixture-of-Contrastive-Experts with Graph-based Gating Mechanism for TV Recommendation. CIKM 2023: 4938-4944 - [c69]Sensen Zhang, Xun Liang, Zhiying Li, Junlan Feng, Xiangping Zheng, Bo Wu:
BiQCap: A Biquaternion and Capsule Network-Based Embedding Model for Temporal Knowledge Graph Completion. DASFAA (2) 2023: 673-688 - [c68]Ruoxuan Zhu, Yi Qian, Hui Zheng, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng:
Spatial-Temporal Residual Multi-Graph Convolution Network for Traffic Forecasting. DSAA 2023: 1-10 - [c67]Xue Han, Yitong Wang, Qian Hu, Pengwei Hu, Chao Deng, Junlan Feng:
Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue. EMNLP 2023: 6988-6997 - [c66]Xi Zhu, Xue Han, Shuyuan Peng, Shuo Lei, Chao Deng, Junlan Feng:
Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding. EMNLP (Findings) 2023: 7773-7784 - [c65]Jiahui Gong, Yu Liu, Tong Li, Haoye Chai, Xing Wang, Junlan Feng, Chao Deng, Depeng Jin, Yong Li:
Empowering Spatial Knowledge Graph for Mobile Traffic Prediction. SIGSPATIAL/GIS 2023: 24:1-24:11 - [c64]Zihao Cui, Shilei Zhang, Yanan Chen, Yingying Gao, Chao Deng, Junlan Feng:
Semi-Supervised Speech Enhancement Based On Speech Purity. ICASSP 2023: 1-5 - [c63]Jie Liu, Yixuan Liu, Xue Han, Chao Deng, Junlan Feng:
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations. ICASSP 2023: 1-5 - [c62]Ao Zhang, He Wang, Pengcheng Guo, Yihui Fu, Lei Xie, Yingying Gao, Shilei Zhang, Junlan Feng:
VE-KWS: Visual Modality Enhanced End-to-End Keyword Spotting. ICASSP 2023: 1-5 - [c61]Xiangping Zheng, Xun Liang, Bo Wu, Junlan Feng, Yuhui Guo, Sensen Zhang:
Intent Does Matter! Propagating High-Order Relations for Exploring Interest Preferences. ICASSP 2023: 1-5 - [c60]Xing Wang, Kexin Yang, Zhendong Wang, Junlan Feng, Lin Zhu, Juan Zhao, Chao Deng:
Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction. ICC 2023: 4026-4032 - [c59]Xiaolei Hua, Qi Li, Zhao Zhang, Xinwen Fan, Lin Zhu, Renkai Yu, Yongqing Zhou, Yuemeng Zhang, Junlan Feng, Chao Deng, Xiangyang Yuan:
CSDnet:Causal Inference Aided Handover Parameter Adjusting Effect Estimation in Cellular Networks. ICC 2023: 5304-5309 - [c58]Yizeng Han, Dongchen Han, Zeyu Liu, Yulin Wang, Xuran Pan, Yifan Pu, Chao Deng, Junlan Feng, Shiji Song, Gao Huang:
Dynamic Perceiver for Efficient Visual Recognition. ICCV 2023: 5969-5979 - [c57]Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng:
Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation. ICDM 2023: 728-737 - [c56]Hui Zheng, Yi Qian, Ruoxuan Zhu, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng:
Multi-Branch Spatial-Temporal Decoupling Neural Network for Traffic Forecasting. IJCNN 2023: 1-8 - [c55]Yingying Gao, Shilei Zhang, Zihao Cui, Chao Deng, Junlan Feng:
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search. INTERSPEECH 2023: 246-250 - [c54]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. INTERSPEECH 2023: 4673-4677 - [c53]Shuodi Hui, Huandong Wang, Tong Li, Xinghao Yang, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng, Pan Hui, Depeng Jin, Yong Li:
Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns. KDD 2023: 4195-4206 - [c52]Chenyang Wang, Yankai Liu, Yuanqing Yu, Weizhi Ma, Min Zhang, Yiqun Liu, Haitao Zeng, Junlan Feng, Chao Deng:
Two-sided Calibration for Quality-aware Responsible Recommendation. RecSys 2023: 223-233 - [c51]Jiarui 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:
Learning to Distinguish Multi-User Coupling Behaviors for TV Recommendation. WSDM 2023: 204-212 - [i32]Runze Lei, Pinghui Wang, Junzhou Zhao, Lin Lan, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan:
Federated Learning over Coupled Graphs. CoRR abs/2301.11099 (2023) - [i31]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng:
Multi-Action Dialog Policy Learning from Logged User Feedback. CoRR abs/2302.13505 (2023) - [i30]Ao Zhang, He Wang, Pengcheng Guo, Yihui Fu, Lei Xie, Yingying Gao, Shilei Zhang, Junlan Feng:
VE-KWS: Visual Modality Enhanced End-to-End Keyword Spotting. CoRR abs/2302.13523 (2023) - [i29]Xing Wang, Kexin Yang, Zhendong Wang, Junlan Feng, Lin Zhu, Juan Zhao, Chao Deng:
Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction. CoRR abs/2303.00498 (2023) - [i28]Jie Liu, Yixuan Liu, Xue Han, Chao Deng, Junlan Feng:
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations. CoRR abs/2303.05143 (2023) - [i27]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. CoRR abs/2305.13199 (2023) - [i26]Zi Liang, Pinghui Wang, Ruofei Zhang, Shuo Zhang, Xiaofan Ye, Yi Huang, Junlan Feng:
Healing Unsafe Dialogue Responses with Weak Supervision Signals. CoRR abs/2305.15757 (2023) - [i25]Xing Wang, Zhendong Wang, Kexin Yang, Junlan Feng, Zhiyan Song, Chao Deng, Lin Zhu:
MPPN: Multi-Resolution Periodic Pattern Network For Long-Term Time Series Forecasting. CoRR abs/2306.06895 (2023) - [i24]Yizeng Han, Dongchen Han, Zeyu Liu, Yulin Wang, Xuran Pan, Yifan Pu, Chao Deng, Junlan Feng, Shiji Song, Gao Huang:
Dynamic Perceiver for Efficient Visual Recognition. CoRR abs/2306.11248 (2023) - [i23]Yifan Pu, Yizeng Han, Yulin Wang, Junlan Feng, Chao Deng, Gao Huang:
Fine-grained Recognition with Learnable Semantic Data Augmentation. CoRR abs/2309.00399 (2023) - [i22]Yingying Gao, Shilei Zhang, Zihao Cui, Chao Deng, Junlan Feng:
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search. CoRR abs/2310.17664 (2023) - [i21]Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng:
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking. CoRR abs/2311.10271 (2023) - [i20]Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng, Chao Deng:
Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation. CoRR abs/2311.10501 (2023) - 2022
- [c50]Chenyang Wang, Zhefan Wang, Yankai Liu, Yang Ge, Weizhi Ma, Min Zhang, Yiqun Liu, Junlan Feng, Chao Deng, Shaoping Ma:
Target Interest Distillation for Multi-Interest Recommendation. CIKM 2022: 2007-2016 - [c49]Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng:
Interactive Contrastive Learning for Self-Supervised Entity Alignment. CIKM 2022: 2465-2475 - [c48]Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu:
Generalized Intent Discovery: Learning from Open World Dialogue System. COLING 2022: 707-720 - [c47]Guanting 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:
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling. COLING 2022: 5327-5334 - [c46]Changzheng Gao, Tao Feng, Huandong Wang, Depeng Jin, Junlan Feng, Xing Wang, Lin Zhu, Chao Deng:
A Multi-scale Ensemble Learning Model for Cellular Traffic Prediction. GLOBECOM 2022: 209-214 - [c45]Tianrui Wang, Weibin Zhu, Yingying Gao, Junlan Feng, Shilei Zhang:
HGCN: Harmonic Gated Compensation Network for Speech Enhancement. ICASSP 2022: 371-375 - [c44]Tianrui Wang, Weibin Zhu, Yingying Gao, Yanan Chen, Junlan Feng, Shilei Zhang:
Harmonic Gated Compensation Network Plus for ICASSP 2022 DNS Challenge. ICASSP 2022: 9286-9290 - [c43]Qiaohong Yu, Huandong Wang, Tong Li, Depeng Jin, Xing Wang, Lin Zhu, Junlan Feng, Chao Deng:
Network Traffic Overload Prediction with Temporal Graph Attention Convolutional Networks. ICC Workshops 2022: 885-890 - [c42]Juxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu, Xiaohong Guan:
Accurate and Scalable Graph Neural Networks for Billion-Scale Graphs. ICDE 2022: 110-122 - [c41]Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang:
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. IJCAI 2022: 4178-4184 - [c40]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng:
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs. IJCAI 2022: 4510-4516 - [c39]Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang:
Meta Auxiliary Learning for Low-resource Spoken Language Understanding. INTERSPEECH 2022: 2703-2707 - [c38]Yitong Wang, Xue Han, Feng Zhou, Yiting Wang, Chao Deng, Junlan Feng:
Distill-AER: Fine-Grained Address Entity Recognition from Spoken Dialogue via Knowledge Distillation. NLPCC (1) 2022: 643-655 - [c37]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. SIGDIAL 2022: 456-467 - [c36]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. SLT 2022: 382-389 - [i19]Tianrui Wang, Weibin Zhu, Yingying Gao, Junlan Feng, Shilei Zhang:
HGCN: harmonic gated compensation network for speech enhancement. CoRR abs/2201.12755 (2022) - [i18]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. CoRR abs/2204.06452 (2022) - [i17]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng:
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs. CoRR abs/2204.11481 (2022) - [i16]Zhuoran Li, Xing Wang, Ling Pan, Lin Zhu, Zhendong Wang, Junlan Feng, Chao Deng, Longbo Huang:
Network Topology Optimization via Deep Reinforcement Learning. CoRR abs/2204.14133 (2022) - [i15]Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang:
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. CoRR abs/2206.02712 (2022) - [i14]Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang:
Meta Auxiliary Learning for Low-resource Spoken Language Understanding. CoRR abs/2206.12774 (2022) - [i13]Zhijian Ou, Junlan Feng, Juanzi Li, Yakun Li, Hong Liu, Hao Peng, Yi Huang, Jiangjiang Zhao:
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems. CoRR abs/2207.02657 (2022) - [i12]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. CoRR abs/2207.12235 (2022) - [i11]Guanting 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:
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling. CoRR abs/2208.11508 (2022) - [i10]Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu:
Generalized Intent Discovery: Learning from Open World Dialogue System. CoRR abs/2209.06030 (2022) - [i9]Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang, Junlan Feng:
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset. CoRR abs/2209.13464 (2022) - [i8]Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture. CoRR abs/2210.06706 (2022) - [i7]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. CoRR abs/2210.08692 (2022) - 2021
- [c35]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng:
Learning to Check Contract Inconsistencies. AAAI 2021: 14446-14453 - [c34]Xing Wang, Juan Zhao, Lin Zhu, Xu Zhou, Zhao Li, Junlan Feng, Chao Deng, Yong Zhang:
Adaptive Multi-receptive Field Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. GLOBECOM 2021: 1-7 - [i6]Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng:
Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems. CoRR abs/2109.04314 (2021) - [i5]Xing Wang, Juan Zhao, Lin Zhu, Xu Zhou, Zhao Li, Junlan Feng, Chao Deng, Yong Zhang:
Adaptive Multi-receptive Field Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. CoRR abs/2111.00724 (2021) - 2020
- [c33]Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du, Shuo Ma:
Meta-Reinforced Multi-Domain State Generator for Dialogue Systems. ACL 2020: 7109-7118 - [c32]Fanyu Meng, Junlan Feng, Danping Yin, Si Chen, Min Hu:
Sentiment Analysis with Weighted Graph Convolutional Networks. EMNLP (Findings) 2020: 586-595 - [c31]Yi Huang, Junlan Feng, Shuo Ma, Xiaoyu Du, Xiaoting Wu:
Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning. EMNLP (Findings) 2020: 4123-4128 - [c30]Yichi Zhang, Zhijian Ou, Min Hu, Junlan Feng:
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. EMNLP (1) 2020: 9207-9219 - [c29]Qiaoyu Li, Wei Yang, Ying Liu, Xiaofang Liu, Yaohong Zhao, Jun Chu, Haitao Zeng, Xuefeng Zhao, Chao Deng, Junlan Feng:
Customer Segment Application of Machine Learning in Business Operation of China Mobile. HPCC/DSS/SmartCity 2020: 1344-1349 - [c28]Yichi Zhang, Yinpei Dai, Zhijian Ou, Huixin Wang, Junlan Feng:
Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. INTERSPEECH 2020: 4253-4257 - [i4]Yichi Zhang, Zhijian Ou, Huixin Wang, Junlan Feng:
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. CoRR abs/2009.08115 (2020) - [i3]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng:
Learning to Check Contract Inconsistencies. CoRR abs/2012.08150 (2020)
2010 – 2019
- 2019
- [c27]Kai Hu, Zhijian Ou, Min Hu, Junlan Feng:
Neural CRF Transducers for Sequence Labeling. ICASSP 2019: 2997-3001 - [c26]Yingying Gao, Junlan Feng, Ying Liu, Leijing Hou, Xin Pan, Yong Ma:
Code-Switching Sentence Generation by Bert and Generative Adversarial Networks. INTERSPEECH 2019: 3525-3529 - [c25]Fanyu Meng, Junlan Feng, Danping Yin, Min Hu:
A New Fine-Tuning Architecture Based on Bert for Word Relation Extraction. NLPCC (2) 2019: 327-337 - 2018
- [i2]Yinpei Dai, Yichi Zhang, Zhijian Ou, Yanmeng Wang, Junlan Feng:
Elastic CRFs for Open-ontology Slot Filling. CoRR abs/1811.01331 (2018) - [i1]Kai Hu, Zhijian Ou, Min Hu, Junlan Feng:
Neural CRF transducers for sequence labeling. CoRR abs/1811.01382 (2018) - 2016
- [c24]Pengyu Cong, Chaomin Wang, Zhijie Ren, Huixin Wang, Yanmeng Wang, Junlan Feng:
Unsatisfied customer call detection with deep learning. ISCSLP 2016: 1-5 - 2012
- [j3]Junlan Feng, Bhuvana Ramabhadran, John H. L. Hansen, Jason D. Williams:
Trends in Speech and Language Processing [In the Spotlight]. IEEE Signal Process. Mag. 29(1): 177-179 (2012) - [c23]Junlan Feng, Bernard Renger:
Language Modeling for Voice-Enabled Social TV Using Tweets. INTERSPEECH 2012: 2350-2353 - 2011
- [j2]Junlan Feng, Michael Johnston, Srinivas Bangalore:
Speech and Multimodal Interaction in Mobile Search. IEEE Signal Process. Mag. 28(4): 40-49 (2011) - [c22]Junlan Feng:
Location-aware query parsing for mobile voice search. ICASSP 2011: 5728-5731 - [c21]Phil Brown, Junlan Feng:
Measuring User Influence on Twitter Using Modified K-Shell Decomposition. The Social Mobile Web 2011 - [c20]Ovidiu Dan, Junlan Feng, Brian D. Davison:
A Bootstrapping Approach to Identifying Relevant Tweets for Social TV. ICWSM 2011 - [c19]Ovidiu Dan, Junlan Feng, Brian D. Davison:
Filtering microblogging messages for social TV. WWW (Companion Volume) 2011: 197-200 - [c18]Bernard Renger, Junlan Feng, Ovidiu Dan, Harry Chang, Luciano Barbosa:
VoiSTV: voice-enabled social TV. WWW (Companion Volume) 2011: 253-256 - [c17]Junlan Feng, Michael Johnston, Srinivas Bangalore:
Speech and multimodal interaction in mobile search. WWW (Companion Volume) 2011: 293-294 - 2010
- [c16]Luciano Barbosa, Junlan Feng:
Robust Sentiment Detection on Twitter from Biased and Noisy Data. COLING (Posters) 2010: 36-44 - [c15]Junlan Feng:
A general framework for building natural language understanding modules in voice search. ICASSP 2010: 5362-5365 - [c14]Tongqing Qiu, Junlan Feng, Zihui Ge, Jia Wang, Jun (Jim) Xu, Jennifer Yates:
Listen to me if you can: tracking user experience of mobile network on social media. Internet Measurement Conference 2010: 288-293 - [c13]Asli Celikyilmaz, Dilek Hakkani-Tür, Junlan Feng:
Probabilistic model-based sentiment analysis of twitter messages. SLT 2010: 79-84 - [c12]Junlan Feng:
Query parsing in mobile voice search. WWW 2010: 1089-1090
2000 – 2009
- 2009
- [c11]Junlan Feng, Srinivas Bangalore:
Effects of Word Confusion Networks on Voice Search. EACL 2009: 238-245 - [c10]Junlan Feng, Srinivas Bangalore:
Query parsing for voice-enabled mobile local search. ICASSP 2009: 4777-4780 - [c9]Junlan Feng, Srinivas Bangalore, Mazin Gilbert:
Role of natural language understanding in voice local search. INTERSPEECH 2009: 1859-1862 - 2008
- [j1]Mazin Gilbert, Junlan Feng:
Speech and language processing over the web. IEEE Signal Process. Mag. 25(3): 18-28 (2008) - [c8]Junlan Feng, Valerie Torres, Daniel Sheleheda, Cynthia Cama:
WebTrack: Mining and Tracking Content and Structure of Websites. DMIN 2008: 667-673 - 2006
- [c7]Junlan Feng, Dilek Hakkani-Tür, Giuseppe Di Fabbrizio, Mazin Gilbert, Mark C. Beutnagel:
Webtalk: Towards Automatically Building Spoken Dialog Systems Through Miningwebsites. ICASSP (1) 2006: 573-576 - [c6]Junlan Feng:
Question answering with discriminative learning algorithms. INTERSPEECH 2006 - 2005
- [c5]Junlan Feng, Patrick Haffner, Mazin Gilbert:
A Learning Approach to Discovering Web Page Semantic Structures. ICDAR 2005: 1055-1059 - [c4]Junlan Feng, Srihari Reddy, Murat Saraclar:
Webtalk: mining websites for interactively answering questions. INTERSPEECH 2005: 2485-2488 - 2004
- [c3]Junlan Feng, Srinivas Bangalore, Mazin G. Rahim:
Question-answering in webtalk: an evaluation study. INTERSPEECH 2004: 2613-2616 - 2003
- [c2]Junlan Feng, Srinivas Bangalore, Mazin G. Rahim:
WebTalk: Towards Automatically Building Dialog Services by Exploiting the Content & Structure of Websites. WWW (Posters) 2003 - 2000
- [c1]Junlan Feng, Xianfang Wang, Limin Du:
Data collection and processing in a Chinese spontaneous speech corpus IIS_CSS. INTERSPEECH 2000: 394-397
Coauthor Index
[j14] [j13] [c85] [c84] [c83] [c81] [c77] [c76] [i46] [i45] [i44] [i42] [i40] [i39] [i37] [i34] [j12] [j11] [j9] [j6] [j5] [c71] [c70] [c68] [c67] [c66] [c65] [c64] [c63] [c60] [c59] [c58] [c57] [c56] [c55] [c53] [c52] [c51] [i32] [i29] [i28] [i25] [i24] [i23] [i22] [i20] [c50] [c46] [c43] [c39] [c38] [i16] [i14] [c34] [i5] [c29]
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