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Viewing Publication 1 - 100 from 275

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]

Properly colored cycles in edge-colored 2-colored-triangle-free complete graphsShanshan Guo, Fei Huang, Jinjiang Yuan, C. T. Ng 0001, T. C. E. Cheng. DAM, 345:141-146, March 2024. [doi]

Four years of multimodal odometry and mapping on the rail vehiclesYusheng Wang, Weiwei Song, Yi Zhang, Fei Huang, Zhiyong Tu, Ruoying Li 0003, Shimin Zhang, Yidong Lou. jfr, 41(2):227-257, March 2024. [doi]

Near Relationship Enhanced Multisourced Data Fusion Method for Voice-Interactive Indoor PositioningYankun Wang, Yong Fan, Dongyang Wang, Xiaoming Li, Yang Wang 0065, Renzhong Guo, Fei Huang. iotj, 11(4):5912-5919, February 2024. [doi]

SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence UnderstandingTianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, XiaoBin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang. AAAI 2024: 19458-19467 [doi]

2023

Improving Seq2Seq Grammatical Error Correction via Decoding InterventionsHouquan Zhou 0001, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang. emnlp 2023: 7393-7405 [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]

RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-trainingZheng Yuan 0005, Qiao Jin 0001, Chuanqi Tan, Zhengyun Zhao, Hongyi Yuan, Fei Huang, Songfang Huang. mm 2023: 547-556 [doi]

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question AnsweringQianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang. acl 2023: 13207-13224 [doi]

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NERXiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang 0001, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen. IJCAI 2023: 5030-5038 [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]

MGeo: Multi-Modal Geographic Language Model Pre-TrainingRuixue Ding, Boli Chen, Pengjun Xie, Fei Huang, Xin Li, Qiang Zhang, Yao Xu. sigir 2023: 185-194 [doi]

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity RecognitionJinyuan Fang, XiaoBin Wang, Zaiqiao Meng, Pengjun Xie, Fei Huang, Yong Jiang. acl 2023: 4261-4276 [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]

Proper Cycles and Rainbow Cycles in 2-triangle-free edge-colored Complete GraphsShanshan Guo, Fei Huang, Jinjiang Yuan. gc, 39(6):124, December 2023. [doi]

EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation LearningPing Guo, Xiangpeng Wei, Yue Hu 0002, Baosong Yang, Dayiheng Liu, Fei Huang, Jun Xie. nips 2023: [doi]

Entity-to-Text based Data Augmentation for various Named Entity Recognition TasksXuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu. acl 2023: 9072-9087 [doi]

3D Wireless Power Transfer with Noise Cancellation Technique for -62dB Noise Suppression and 90.1% EfficiencyFei Huang, Hsing-Yen Tsai, Chi-Yu Huang, Yu-Chun Luo, Ching-Ho Li, Shao-Chang Huang, Yi-Hsiang Kao, Ke-Horng Chen, Kuo-Lin Zheng, Ying-Hsi Lin, Shian-Ru Lin, Tsung-Yen Tsai. isscc 2023: 452-453 [doi]

A derivative-free memoryless BFGS hyperplane projection method for solving large-scale nonlinear monotone equationsFei Huang, Songhai Deng, Jinyuan Tang. soco, 27(7):3805-3815, April 2023. [doi]

Analysis of the application of HMM algorithm in teaching musical note feature recognition in universitiesFei Huang, Meiqun Liao. ijnvo, 28(2/3/4):214-230, 2023. [doi]

Forward and Inverse D-Form Modelling Based on OptimisationFei Huang, Caigui Jiang, Tony Wills, Yong-Liang Yang. cad, 157:103467, April 2023. [doi]

A general motion controller based on deep reinforcement learning for an autonomous underwater vehicle with unknown disturbancesFei Huang, Jian Xu, Di Wu 0025, Yunfei Cui, Zheping Yan, Wen-xing, Xun Zhang. eaai, 117(Part):105589, 2023. [doi]

KOSA: KO Enhanced Salary Analytics based on Knowledge Graph and LLM CapabilitiesFei Huang, Yi Deng, Chen Zhang, Menghao Guo, Kai Zhan, Shanxin Sun, Jinling Jiang, Zeyi Sun, Xindong Wu 0001. icdm 2023: 499-505 [doi]

Image-Based OA-Style Paper Pop-Up Design via Mixed-Integer ProgrammingFei Huang, Chen Liu 0012, Kai-Wen Hsiao, Ying-Miao Kuo, Hung-Kuo Chu, Yong-Liang Yang. tvcg, 29(10):4269-4283, October 2023. [doi]

COPA : Efficient Vision-Language Pre-training through Collaborative Object- and Patch-Text AlignmentChaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Ji Zhang. mm 2023: 4480-4491 [doi]

BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch SummarizationChaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang. iccv 2023: 2888-2898 [doi]

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question AnsweringPei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu 0001, Xiaoyan Zhu 0001, Minlie Huang. acl 2023: 9676-9691 [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]

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]

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]

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language ModelsChenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou. emnlp 2023: 566-578 [doi]

Monte Carlo Ensemble Neural Network for the diagnosis of Alzheimer's diseaseChaoqiang Liu, Fei Huang, Anqi Qiu, Alzheimer's Disease Neuroimaging Initiative. NN, 159:14-24, February 2023. [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]

Reasoning with Language Model Prompting: A SurveyShuofei Qiao, Yixin Ou, Ningyu Zhang 0001, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen. acl 2023: 5368-5393 [doi]

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity RecognitionZeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu 0001, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang. semeval 2023: 2014-2028 [doi]

Research into Short-Term Electricity Price Forecasting Utilizing Data AnalysisYifei Wan, Hongpeng Qi, Fei Huang, Tong Pan. icitee 2023: 414-418 [doi]

Debiased and Denoised Entity Recognition from Distant SupervisionHaobo Wang, Yiwen Dong 0003, Ruixuan Xiao, Fei Huang, Gang Chen, Junbo Zhao. nips 2023: [doi]

Adversarial Self-Attention for Language UnderstandingHongqiu Wu, Ruixue Ding, Hai Zhao, Pengjun Xie, Fei Huang, Min Zhang. AAAI 2023: 13727-13735 [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]

SPA: A Graph Spectral Alignment Perspective for Domain AdaptationZhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao. nips 2023: [doi]

Event-triggered adaptive target tracking control for an underactuated autonomous underwater vehicle with actuator faultsJian Xu, Yunfei Cui, Zheping Yan, Fei Huang, Xue Du, Di Wu 0025. jfi, 360(4):2867-2892, March 2023. [doi]

Learning Trajectory-Word Alignments for Video-Language TasksXu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang. iccv 2023: 2504-2514 [doi]

Knowledge Rumination for Pre-trained Language ModelsYunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang 0001. emnlp 2023: 3387-3404 [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]

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-trainingQinghao Ye, Guohai Xu, Ming Yan, Haiyang Xu, Qi Qian, Ji Zhang, Fei Huang. iccv 2023: 15359-15370 [doi]

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language ModelJiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan, Guohai Xu, Chenliang Li, Junfeng Tian, Qi Qian 0001, Ji Zhang, Qin Jin, Liang He, Xin Lin, Fei Huang. emnlp 2023: 2841-2858 [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]

RRHF: Rank Responses to Align Language Models with Human FeedbackHongyi Yuan, Zheng Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, Fei Huang. nips 2023: [doi]

NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker TextsYue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang, Min Zhang. acl 2023: 9935-9951 [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

Parallel Instance Query Network for Named Entity RecognitionYongliang Shen 0001, XiaoBin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu 0001, Yueting Zhuang. acl 2022: 947-961 [doi]

Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity RecognitionZheng Yuan 0002, Chuanqi Tan, Songfang Huang, Fei Huang. acl 2022: 3174-3186 [doi]

Enhancing Neural Machine Translation With Dual-Side Multimodal AwarenessYuqing Song 0003, Shizhe Chen, Qin Jin, Wei Luo, Jun Xie, Fei Huang. tmm, 24:3013-3024, 2022. [doi]

MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error CorrectionYue Zhang 0004, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang. naacl 2022: 3118-3130 [doi]

Using 5G in smart cities: A systematic mapping studyChen Yang 0007, Peng Liang 0001, Liming Fu, Guorui Cui, Fei Huang, Feng Teng, Yawar Abbas Bangash. iswa, 14:200065, 2022. [doi]

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable PromptingXiang Chen 0016, Lei Li 0005, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang. COLING 2022: 2374-2387 [doi]

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningXiang Chen 0016, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen. sigir 2022: 2443-2448 [doi]

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph CompletionXiang Chen 0016, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen. sigir 2022: 904-915 [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]

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated SettingMingyang Chen, Wen Zhang 0015, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen. IJCAI 2022: 1966-1972 [doi]

KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation ExtractionXiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen. WWW 2022: 2778-2788 [doi]

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt LearningXiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen. nips 2022: [doi]

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation ExtractionXiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen. naacl 2022: 1607-1618 [doi]

Disentangled representation for sequential treatment effect estimationJiebin Chu, Yaoyun Zhang, Fei Huang, Luo Si, Songfang Huang, Zhengxing Huang. cmpb, 226:107175, 2022. [doi]

Low-resource extraction with knowledge-aware pairwise prototype learningShumin Deng, Ningyu Zhang, Hui Chen, Chuanqi Tan, Fei Huang, Changliang Xu, Huajun Chen. kbs, 235:107584, 2022. [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]

Properly colored 2-factors of edge-colored complete bipartite graphsShanshan Guo, Fei Huang, Jinjiang Yuan. DM, 345(12):113094, 2022. [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]

Numerical simulation for European and American option of risks in climate change of Three Gorges Reservoir AreaFei Huang, Zuliang Lu, Lin Li, Xiankui Wu, Shang Liu, Yin Yang. jnma, 30(1):23-42, 2022. [doi]

On the Learning of Non-Autoregressive TransformersFei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang. icml 2022: 9356-9376 [doi]

Directed Acyclic Transformer for Non-Autoregressive Machine TranslationFei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang. icml 2022: 9410-9428 [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]

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and EfficiencyYanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang. acl 2022: 1852-1865 [doi]

Proper vertex-pancyclicity of edge-colored complete graphs without monochromatic paths of length threeLuyi Li, Fei Huang, Jinjiang Yuan. DM, 345(6):112838, 2022. [doi]

A High-Efficiency 142-182-GHz SiGe BiCMOS Power Amplifier With Broadband Slotline-Based Power Combining TechniqueXingcun Li, Wenhua Chen, Shuyang Li, Yunfan Wang, Fei Huang, Xiang Yi, Ruonan Han 0001, Zhenghe Feng. jssc, 57(2):371-384, 2022. [doi]

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connectionsChenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si. emnlp 2022: 7241-7259 [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]

Collaborative Task Offloading and Service Caching Strategy for Mobile Edge ComputingXiang Liu, Xu Zhao, Guojin Liu, Fei Huang, Tiancong Huang, Yucheng Wu. sensors, 22(18):6760, 2022. [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]

Chaining Simultaneous Thoughts for Numerical ReasoningZhihong Shao, Fei Huang, Minlie Huang. emnlp 2022: 2533-2547 [doi]

Simultaneous Localization of Rail Vehicles and Mapping of Environment With Multiple LiDARsYusheng Wang, Weiwei Song, Yidong Lou, Fei Huang, Zhiyong Tu, Shimin Zhang. ral, 7(3):8186-8193, 2022. [doi]

Highly Efficient Terahertz Beam-Steerable Integrated Radiator Based on Tunable Boundary ConditionsYunfan Wang, Wenhua Chen, Xingcun Li, Jiaxian Chen, Long Chen, Fei Huang, Shuyang Li, Zhaozhuo Wang. jssc, 57(5):1314-1331, 2022. [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]

Rail Vehicle Localization and Mapping With LiDAR-Vision-Inertial-GNSS FusionYusheng Wang, Weiwei Song, Yidong Lou, Yi Zhang, Fei Huang, Zhiyong Tu, Qiangsheng Liang. ral, 7(4):9818-9825, 2022. [doi]

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-LearningHongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang. emnlp 2022: 6454-6466 [doi]

S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning MethodRunxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang. acl 2022: 530-537 [doi]

From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model CompressionRunxin Xu, Fuli Luo, Chengyu Wang 0001, Baobao Chang, Jun Huang 0007, Songfang Huang, Fei Huang. AAAI 2022: 11547-11555 [doi]

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract)Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen. AAAI 2022: 13099-13100 [doi]

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot LearnersNingyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen. iclr 2022: [doi]

Weld Defect Detection and Recognition System Based on Static Point Cloud TechnologyChangzhi Zhou, Siming Liu, Fei Huang, Qian Huang, Anbang Yan, Guocui Luo. cicai 2022: 564-569 [doi]

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