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2024

Preference Ranking Optimization for Human AlignmentFeifan Song 0001, Bowen Yu 0002, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang. AAAI 2024: 18990-18998 [doi]

Generalized Channel Coding and Decoding With Natural Redundancy in ProtocolsYongbin Li, Hongyi Yu, Xia Zhang, Zhixiang Shen, Jianping Du, Bin Wang. tcom, 72(2):648-664, 2024. [doi]

2023

Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales DialogueYuanxing Liu 0001, Weinan Zhang 0003, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che. emnlp 2023: 9587-9605 [doi]

U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational RecommendationYuanxing Liu 0001, Weinan Zhang 0003, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che. sigir 2023: 2723-2732 [doi]

Unified Language Representation for Question Answering over Text, Tables, and ImagesBowen Yu 0002, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li. acl 2023: 4756-4765 [doi]

Universal Information Extraction with Meta-Pretrained Self-RetrievalXin Cong, Bowen Yu 0002, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang. acl 2023: 4084-4100 [doi]

Long-Tailed Question Answering in an Open WorldYi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li. acl 2023: 6362-6382 [doi]

Domain Incremental Lifelong Learning in an Open WorldYi Dai, Hao Lang, Yinhe Zheng, Bowen Yu 0002, Fei Huang, Yongbin Li. acl 2023: 5844-5865 [doi]

Exploring Large Language Models for Multi-Modal Out-of-Distribution DetectionYi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li. emnlp 2023: 5292-5305 [doi]

Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue CorporaYan Fan, Chengyu Wang 0001, Fan Feng, Hengbin Cui, Yuchuan Wu, Yongbin Li. CIKM 2023: 5031-5035 [doi]

Unsupervised Dialogue Topic Segmentation with Topic-aware Contrastive LearningHaoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li. sigir 2023: 2481-2485 [doi]

Diversify Question Generation with Retrieval-Augmented Style TransferQi Gou, Zehua Xia, Bowen Yu 0002, Haiyang Yu, Fei Huang 0004, Yongbin Li, Cam-Tu Nguyen. emnlp 2023: 1677-1690 [doi]

Sequence Parallelism: Long Sequence Training from System PerspectiveShenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You 0001. acl 2023: 2391-2404 [doi]

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL ParsingJinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma 0001, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li. AAAI 2023: 13076-13084 [doi]

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional ExpertsYunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li. acl 2023: 13402-13416 [doi]

Plan-then-Seam: Towards Efficient Table-to-Text GenerationLiang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li. eacl 2023: 205-219 [doi]

CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High QualityLiang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li. acl 2023: 2983-3000 [doi]

UniSA: Unified Generative Framework for Sentiment AnalysisZaijing Li, Ting-En Lin, Yuchuan Wu, Meng Liu, Fengxiao Tang, Ming Zhao 0007, Yongbin Li. mm 2023: 6132-6142 [doi]

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsMinghao Li, Yingxiu Zhao, Bowen Yu 0002, Feifan Song 0001, Hangyu Li 0003, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li. emnlp 2023: 3102-3116 [doi]

SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout GraphYuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang 0006. AAAI 2023: 13309-13317 [doi]

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and BenchmarkYuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang 0006. acl 2023: 3515-3533 [doi]

Simulation Model and Data Acquisition Method for Wind Turbine GroupTiandong Ma, Feng Li, Jun Ma, Yong Wang, Hui Ma, Yongbin Li. cipae 2023: 753-758 [doi]

A Robust Hierarchical Estimation Scheme for Vehicle State Based on Maximum Correntropy Square-Root Cubature Kalman FilterDengliang Qi, Jingan Feng, Yongbin Li, Lei Wang, Bao Song. entropy, 25(3):453, March 2023. [doi]

Empathetic Response Generation via Emotion Cause Transition GraphYushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li. icassp 2023: 1-5 [doi]

Schema dependency-enhanced curriculum pre-training for table semantic parsingBowen Qin, Binyuan Hui, Lihan Wang, Min Yang 0007, Binhua Li, Fei Huang 0004, Luo Si, Qingshan Jiang, Yongbin Li. kbs, 262:110264, February 2023. [doi]

Simulating human visual perception behaviors for video quality assessmentYichuan Sheng, Lu-ming Zhang, Yongbin Li. jei, 32(6), 2023. [doi]

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue AgentsShuzheng Si, Wentao Ma, Haoyu Gao, Yuchuan Wu, Ting-En Lin, Yinpei Dai, Hangyu Li 0003, Rui Yan, Fei Huang 0004, Yongbin Li. nips 2023: [doi]

History Semantic Graph Enhanced Conversational KBQA with Temporal Information ModelingHao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li. acl 2023: 3521-3533 [doi]

Photo Semantic Understanding and Retargeting by a Noise-Robust Regularized Topic ModelGuifeng Wang, Luming Zhang, Yongbin Li, Yichuan Sheng. staeors, 16:3495-3505, 2023. [doi]

Wind Farm Abnormal Data Cleaning Method Based on QuartilesYong Wang, Feng Li, Jun Ma, Tiandong Ma, Hui Ma, Yongbin Li. iciscae 2023: 512-517 [doi]

Improving Question Generation with Multi-level Content PlanningZehua Xia, Qi Gou, Bowen Yu 0002, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen. emnlp 2023: 800-814 [doi]

Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based ReasoningYunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li. sigir 2023: 174-184 [doi]

Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal AlignmentTianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li. acl 2023: 7900-7913 [doi]

Coarse-To-Fine Knowledge Selection for Document Grounded DialogsYeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen. icassp 2023: 1-5 [doi]

Causal Document-Grounded Dialogue Pre-trainingYingxiu Zhao, Bowen Yu 0002, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang. emnlp 2023: 7160-7174 [doi]

2022

Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and DemonstrationZhenyu Zhang 0006, Bowen Yu 0002, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li. mm 2022: 7252-7260 [doi]

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL ParsingZeFeng Cai, Xiangyu Li, Binyuan Hui, Min Yang 0007, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li. emnlp 2022: 1235-1247 [doi]

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog EvaluationYinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li. emnlp 2022: 4097-4111 [doi]

Doc2Bot: Accessing Heterogeneous Documents via Conversational BotsHaomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen. emnlp 2022: 1820-1836 [doi]

Towards Generalizable and Robust Text-to-SQL ParsingChang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li. emnlp 2022: 2113-2125 [doi]

Joint Evidential $K$-Nearest Neighbor ClassificationChaoyu Gong, Yongbin Li, Yong Liu, Pei-Hong Wang, Yang You. icde 2022: 2113-2126 [doi]

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog UnderstandingWanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li. COLING 2022: 553-569 [doi]

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy InjectionWanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li. AAAI 2022: 10749-10757 [doi]

Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and GenerationWanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li. sigir 2022: 187-200 [doi]

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion RecognitionGuimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li. emnlp 2022: 7837-7851 [doi]

S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL ParsersBinyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Yanyang Li, Bowen Li, Jian Sun, Yongbin Li. acl 2022: 1254-1262 [doi]

Estimating Soft Labels for Out-of-Domain Intent DetectionHao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li. emnlp 2022: 261-276 [doi]

Construction of Internet of Things English terms model and analysis of language features via deep learningYongbin Li. tjs, 78(5):6296-6317, 2022. [doi]

Graph-to-Text Generation with Dynamic Structure PruningLiang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li. COLING 2022: 6115-6127 [doi]

Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue SystemsTing-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li. kdd 2022: 3299-3308 [doi]

Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue EmbeddingsChe Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang. emnlp 2022: 7272-7282 [doi]

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL ParsersBowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li. COLING 2022: 5298-5308 [doi]

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL ParsingLihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li. kdd 2022: 1889-1898 [doi]

IAFNet: Few-Shot Learning for Modulation Recognition in Underwater Impulsive NoiseHaiwang Wang, Bin Wang, Yongbin Li. icl, 26(5):1047-1051, 2022. [doi]

IFGAN: Information fusion generative adversarial network for knowledge base completionTianchen Zhang, Zhongqin Bi, Meijing Shan, Yongbin Li. es, 39(6), 2022. [doi]

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-SlotsSai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang. acl 2022: 309-321 [doi]

Semi-Supervised Lifelong Language LearningYingxiu Zhao, Yinhe Zheng, Bowen Yu 0002, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang. emnlp 2022: 3937-3951 [doi]

2021

2020

An Improved Spectral Clustering Algorithm Using Fast Dynamic Time Warping for Power Load Curve AnalysisZhongqin Bi, Yabin Leng, Zhe Liu, Yongbin Li, Stelios Fuentes. mobicase 2020: 143-159 [doi]

A recommendations model with multiaspect awareness and hierarchical user-product attention mechanismsZhongqin Bi, Shuming Dou, Zhe Liu, Yongbin Li. comsis, 17(3):849-865, 2020. [doi]

Knowledge Transfer for Out-of-Knowledge-Base Entities: Improving Graph-Neural-Network-Based Embedding Using Convolutional LayersZhongqin Bi, Tianchen Zhang, Ping Zhou, Yongbin Li. access, 8:159039-159049, 2020. [doi]

Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System DeploymentYinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu. acl 2020: 609-618 [doi]

Dynamic Memory Induction Networks for Few-Shot Text ClassificationRuiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu. acl 2020: 1087-1094 [doi]

The Accuracy of Low-Altitude Photogrammetry of DronesNan Guo, Yongbin Li. ijprai, 34(8), 2020. [doi]

Blind Detection of Underwater Acoustic Communication Signals Based on Deep LearningYongbin Li, Bin Wang, Gaoping Shao, Shuai Shao, Xilong Pei. access, 8:204114-204131, 2020. [doi]

Automatic Modulation Classification for Short Burst Underwater Acoustic Communication Signals Based on Hybrid Neural NetworksYongbin Li, Bin Wang, Gaoping Shao, Shuai Shao. access, 8:227793-227809, 2020. [doi]

A Parallel-Attention Model for Tumor Named Entity Recognition in SpanishTong Wang, Yuanyu Zhang, Yongbin Li. sepln 2020: 438-446 [doi]

2019

2018

Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension TaskYongbin Li, Xiaobing Zhou. semeval 2018: 1137-1141 [doi]

Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task using Deep Learning ModelsYongbin Li, Xiaobing Zhou. semeval 2018: 1073-1077 [doi]

Measuring the Angular Velocity of a Propeller with Video Camera Using Electronic Rolling ShutterYipeng Zhao, Yongbin Li, Shijie Guo, Tiejun Li. js, 2018, 2018. [doi]

2017

2015

Outage performance of full-duplex selective decode-and-forward relaying over Nakagami-m fading channelsYurong Wang, Kui Xu, Yongbin Li, Youyun Xu, Xianli Shen, Fei Wang. wcsp 2015: 1-6 [doi]

2010

Some Notes upon When Does <T> Equal Sat(T)? Yongbin Li. AISC 2010: 89-100 [doi]

2006

Recognizing Interaction Activities using Dynamic Bayesian NetworkYoutian Du, Feng Chen, Wenli Xu, Yongbin Li. icpr 2006: 618-621 [doi]

Gaussian-Based Codebook Model for Video Background SubtractionYongbin Li, Feng Chen, Wenli Xu, Youtian Du. icnc 2006: 762-765 [doi]

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