Juntao Li

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 156

Top Venues

Publications

Xiaobo Liang, Runze Mao, Lijun Wu, Juntao Li, Min Zhang, Qing Li
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Xiaobo Liang, Haoke Zhang, Helan hu, Juntao Li, Jun Xu, Min Zhang
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging. CoRR (2024)
Ruili Jiang, Kehai Chen, Xuefeng Bai, Zhixuan He, Juntao Li, Muyun Yang, Tiejun Zhao, Liqiang Nie, Min Zhang
A Survey on Human Preference Learning for Large Language Models. CoRR (2024)
Yuyang Ding, Juntao Li, Pinzheng Wang, Zecheng Tang, Bowen Yan, Min Zhang
Rethinking Negative Instances for Generative Named Entity Recognition. CoRR (2024)
Juntao Li, Meijuan Zhao, Zhenbo Qin, Ruiping Yuan, Anqiang Huang, Mengtao Li
Detection and recognition of multiple QR codes based on YOLO_CBAM algorithm. Int. J. Bio Inspired Comput. 23 (3) (2024)
Hongliang Zuo, Shuo Li, Cong Liang, Juntao Li
Auto-adjustable hypergraph regularized non-negative matrix factorization for image clustering. Pattern Recognit. 145 (2024)
Yue Wang, Zilong Zheng, Juntao Li, Zhihui Liu, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang
Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model. LREC/COLING (2024)
Yue Wang, Zilong Zheng, Zecheng Tang, Juntao Li, Zhihui Liu, Kunlong Chen, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Min Zhang
Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline. WSDM (2024)
Zecheng Tang, Chenfei Wu, Juntao Li, Nan Duan
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models. ICLR (2024)
Wei Wang, Zhenxi Sun, Dong Liu, Hongjun Zhang, Juntao Li, Xian-Fang Wang, Yun Zhou
MAHyNet: Parallel Hybrid Network for RNA-Protein Binding Sites Prediction Based on Multi-Head Attention and Expectation Pooling. IEEE ACM Trans. Comput. Biol. Bioinform. 21 (3) (2024)
Juntao Li, Fuzhen Cao, Hongmei Zhang
ALRIGMR: Adaptive logistic regression via integrating gene mutation and RNA-seq for liver cancer diagnosis. Biomed. Signal Process. Control. 91 (2024)
Jikai Wang, Yi Su, Juntao Li, Qingrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Min Zhang
OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure. CoRR (2024)
Dan Qiao, Yi Su, Pinzheng Wang, Jing Ye, Wenjing Xie, Yuechi Zhou, Yuyang Ding, Zecheng Tang, Jikai Wang, Yixin Ji, Yue Wang, Pei Guo, Zechen Sun, Zikang Zhang, Juntao Li, Pingfu Chao, Wenliang Chen, Guohong Fu, Guodong Zhou, Qiaoming Zhu, Min Zhang
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning. CoRR (2024)
Yisheng Xiao, Juntao Li, Zechen Sun, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Min Zhang
Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations. ICLR (2024)
Pei Guo, Wangjie You, Juntao Li, Bowen Yan, Min Zhang
Exploring Reversal Mathematical Reasoning Ability for Large Language Models. ACL (Findings) (2024)
Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? CoRR (2024)
Zecheng Tang, Chenfei Wu, Zekai Zhang, Mingheng Ni, Shengming Yin, Yu Liu, Zhengyuan Yang, Lijuan Wang, Zicheng Liu, Juntao Li, Nan Duan
StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis. CoRR (2024)
Wangjie You, Pei Guo, Juntao Li, Kehai Chen, Min Zhang
Efficient Domain Adaptation for Non-Autoregressive Machine Translation. ACL (Findings) (2024)
Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Bowen Yan, Min Zhang
Demonstration Augmentation for Zero-shot In-context Learning. CoRR (2024)
Zechen Sun, Yisheng Xiao, Juntao Li, Yixin Ji, Wenliang Chen, Min Zhang
Exploring and Mitigating Shortcut Learning for Generative Large Language Models. LREC/COLING (2024)
Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Yan Bowen, Min Zhang
Demonstration Augmentation for Zero-shot In-context Learning. ACL (Findings) (2024)
Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min Zhang
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL (1) (2024)
Zhaochen Su, Jun Zhang, Tong Zhu, Xiaoye Qu, Juntao Li, Min Zhang, Yu Cheng
Timo: Towards Better Temporal Reasoning for Language Models. CoRR (2024)
Yuyang Ding, Juntao Li, Pinzheng Wang, Zecheng Tang, Yan Bowen, Min Zhang
Rethinking Negative Instances for Generative Named Entity Recognition. ACL (Findings) (2024)
Juntao Li, Shan Xiang, Xuekun Song
Screening Nonlinear miRNA Features of Breast Cancer by Using Ensemble Regularized Polynomial Logistic Regression. J. Comput. Biol. 31 (7) (2024)
Wei Wang, MengXue Yu, Bin Sun, Juntao Li, Dong Liu, Hongjun Zhang, Xianfang Wang, Yun Zhou
SMGCN: Multiple Similarity and Multiple Kernel Fusion Based Graph Convolutional Neural Network for Drug-Target Interactions Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 21 (1) (2024)
Yixin Ji, Yang Xiang, Juntao Li, Wei Chen, Zhongyi Liu, Kehai Chen, Min Zhang
Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization. CoRR (2024)
Juntao Li, Xiaobo Liang, Lijun Wu, Yue Wang, Qi Meng, Tao Qin, Min Zhang, Tie-Yan Liu
Randomness Regularization With Simple Consistency Training for Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Zecheng Tang, Chenfei Wu, Juntao Li, Nan Duan
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models. CoRR (2023)
Kaiqi Feng, Zecheng Tang, Juntao Li, Min Zhang
Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting. NLPCC (2) (2023)
Dan Qiao, Chenfei Wu, Yaobo Liang, Juntao Li, Nan Duan
GameEval: Evaluating LLMs on Conversational Games. CoRR (2023)
Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang
CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection. ACL (1) (2023)
Juntao Li, Fuzhen Cao, Qinghui Gao, Ke Liang, Yong Tang
Improving diagnosis accuracy of non-small cell lung carcinoma on noisy data by adaptive group lasso regularized multinomial regression. Biomed. Signal Process. Control. 79 (Part) (2023)
Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-Yan Liu
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Tong Wu, Zhihao Fan, Xiao Liu, Hai-Tao Zheng, Yeyun Gong, Yelong Shen, Jian Jiao, Juntao Li, Zhongyu Wei, Jian Guo, Nan Duan, Weizhu Chen
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation. NeurIPS (2023)
Tong Wu, Zhihao Fan, Xiao Liu, Yeyun Gong, Yelong Shen, Jian Jiao, Hai-Tao Zheng, Juntao Li, Zhongyu Wei, Jian Guo, Nan Duan, Weizhu Chen
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation. CoRR (2023)
Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng, Xian-Ling Mao
Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing. CoRR (2023)
Yisheng Xiao, Ruiyang Xu, Lijun Wu, Juntao Li, Tao Qin, Tie-Yan Liu, Min Zhang
AMOM: Adaptive Masking over Masking for Conditional Masked Language Model. AAAI (2023)
Juntao Li, Hongmei Zhang, Bingyu Mu, Hongliang Zuo, Kanglei Zhou
Identifying phenotype-associated subpopulations through LP_SGL. Briefings Bioinform. 25 (1) (2023)
Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model. CoRR (2023)
Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study. CoRR (2023)
Xiaobo Liang, Juntao Li, Lijun Wu, Ziqiang Cao, Min Zhang
Dynamic and Efficient Inference for Text Generation via BERT Family. ACL (1) (2023)
Chong Liu, Ruobing Xie, Xiaoyang Liu, Pinzheng Wang, Rongqin Zheng, Lixin Zhang, Juntao Li, Feng Xia, Leyu Lin
Future Augmentation with Self-distillation in Recommendation. ECML/PKDD (6) (2023)
Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao, Min Zhang
Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference ! ACL (Findings) (2023)
Yisheng Xiao, Ruiyang Xu, Lijun Wu, Juntao Li, Tao Qin, Yan-Tie Liu, Min Zhang
AMOM: Adaptive Masking over Masking for Conditional Masked Language Model. CoRR (2023)
Zecheng Tang, Kaifeng Qi, Juntao Li, Min Zhang
Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting. CoRR (2023)
Zecheng Tang, Keyan Zhou, Pinzheng Wang, Yuyang Ding, Juntao Li, Min Zhang
Detoxify Language Model Step-by-Step. CoRR (2023)
Liu Chong, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin
CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation. KDD (2023)
Juntao Li, Zecheng Tang, Yuyang Ding, Pinzheng Wang, Pei Guo, Wangjie You, Dan Qiao, Wenliang Chen, Guohong Fu, Qiaoming Zhu, Guodong Zhou, Min Zhang
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch. CoRR (2023)
Yixin Ji, Jikai Wang, Juntao Li, Hai Ye, Min Zhang
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models. EMNLP (Findings) (2023)
Chuyue Zhou, Wangjie You, Juntao Li, Jing Ye, Kehai Chen, Min Zhang
INFORM : Information eNtropy based multi-step reasoning FOR large language Models. EMNLP (2023)
Haoke Zhang, Yue Wang, Juntao Li, Xiabing Zhou, Min Zhang
G-SPEED: General SParse Efficient Editing MoDel. EMNLP (Findings) (2023)
Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model. EMNLP (Findings) (2023)
Yixin Ji, Jikai Wang, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang
Early Exit with Disentangled Representation and Equiangular Tight Frame. ACL (Findings) (2023)
Yue Wang, Lijun Wu, Juntao Li, Xiaobo Liang, Min Zhang
Are the BERT family zero-shot learners? A study on their potential and limitations. Artif. Intell. 322 (2023)
Zhaochen Su, Juntao Li, Zikang Zhang, Zihan Zhou, Min Zhang
Efficient Continue Training of Temporal Language Model with Structural Information. EMNLP (Findings) (2023)
Yue Wang, Dan Qiao, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang
Towards Better Hierarchical Text Classification with Data Generation. ACL (Findings) (2023)
Xiaobo Liang, Zecheng Tang, Juntao Li, Min Zhang
Open-ended Long Text Generation via Masked Language Modeling. ACL (1) (2023)
Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao, Min Zhang
Can Diffusion Model Achieve Better Performance in Text Generation? Bridging the Gap between Training and Inference! CoRR (2023)
Pei Guo, Yisheng Xiao, Juntao Li, Min Zhang
RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer. AAAI (2023)
Haoke Zhang, Yue Wang, Juntao Li, Xiabing Zhou, Min Zhang
G-SPEED: General SParse Efficient Editing MoDel. CoRR (2023)
Xueying Du, Mingwei Liu, Juntao Li, Hanlin Wang, Xin Peng, Yiling Lou
Resolving Crash Bugs via Large Language Models: An Empirical Study. CoRR (2023)
Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang
Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering. EMNLP (2023)
Pei Guo, Yisheng Xiao, Juntao Li, Min Zhang
RenewNAT: Renewing Potential Translation for Non-Autoregressive Transformer. CoRR (2023)
Yue Wang, Xinrui Wang, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang, Min Zhang
Harnessing the Power of David against Goliath: Exploring Instruction Data Generation without Using Closed-Source Models. CoRR (2023)
Xuekun Song, Ke Liang, Juntao Li
WGRLR: A Weighted Group Regularized Logistic Regression for Cancer Diagnosis and Gene Selection. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang
Test-Time Adaptation with Perturbation Consistency Learning. CoRR (2023)
Pei Guo, Yisheng Xiao, Juntao Li, Yixin Ji, Min Zhang
Isotropy-Enhanced Conditional Masked Language Models. EMNLP (Findings) (2023)
Yu Shi, Yirong Wang, Fanzhen Meng, Jianwei Zhou, Bo Wen, Xuexue Zhang, Yanyun Liu, Lei Li, Juntao Li, Xu Cao, Fei Kang, Shouping Zhu
norm minimization guided limited-view reconstruction in a dual-panel positron emission mammography. Comput. Biol. Medicine 161 (2023)
Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study. EMNLP (Findings) (2022)
Xiaobo Liang, Lijun Wu, Juntao Li, Tao Qin, Min Zhang, Tie-Yan Liu
Multi-Teacher Distillation With Single Model for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Peng Xia, Yuechi Zhou, Ziyan Zhang, Zecheng Tang, Juntao Li
Chinese grammatical error correction based on knowledge distillation. CoRR (2022)
Juntao Li, Ke Liang, Xuekun Song
Logistic regression with adaptive sparse group lasso penalty and its application in acute leukemia diagnosis. Comput. Biol. Medicine 141 (2022)
Jie Yang, Juntao Li, Jie Hu, Wenjun Yang, Xiaolei Zhang, Jinfan Xu, Youchao Zhang, Xuan Luo, K. C. Ting, Tao Lin, Yibin Ying
An interpretable deep learning approach for calibration transfer among multiple near-infrared instruments. Comput. Electron. Agric. 192 (2022)
Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang
SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training. CoRR (2022)
Kanglei Zhou, Qiyang Zhang, Juntao Li
TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine. Neural Process. Lett. 54 (6) (2022)
Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang
SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training. COLING (2022)
Juntao Li, Pengfei Liu
Modeling green supply chain games with governmental interventions and risk preferences under fuzzy uncertainties. Math. Comput. Simul. 192 (2022)
Zhaochen Su, Zecheng Tang, Xinyan Guan, Lijun Wu, Min Zhang, Juntao Li
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change. EMNLP (2022)
Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-Yan Liu
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond. CoRR (2022)
Zhaochen Su, Zecheng Tang, Xinyan Guan, Juntao Li, Lijun Wu, Min Zhang
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change. CoRR (2022)
Xiaobo Liang, Lijun Wu, Juntao Li, Min Zhang
JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation. EMNLP (2022)
Ke Jia, Zhiming Shi, Congbo Wang, Juntao Li, Tianshu Bi
Active Converter Injection-Based Protection for a Photovoltaic DC Distribution System. IEEE Trans. Ind. Electron. 69 (6) (2022)
Rui Yan, Juntao Li, Zhou Yu
Deep Learning for Dialogue Systems: Chit-Chat and Beyond. Found. Trends Inf. Retr. 15 (5) (2022)
Min Cao, Shiping Li, Juntao Li, Liqiang Nie, Min Zhang
Image-text Retrieval: A Survey on Recent Research and Development. CoRR (2022)
Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng, Xian-Ling Mao
Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing. COLING (2022)
Juntao Li, Hongmei Zhang, Fugen Gao
Identification of miRNA biomarkers for breast cancer by combining ensemble regularized multinomial logistic regression and Cox regression. BMC Bioinform. 23 (1) (2022)
Min Cao, Shiping Li, Juntao Li, Liqiang Nie, Min Zhang
Image-text Retrieval: A Survey on Recent Research and Development. IJCAI (2022)
Liuyuan Chen, Kanglei Zhou, Junchang Jing, Haiju Fan, Juntao Li
Solution path algorithm for twin multi-class support vector machine. Expert Syst. Appl. 210 (2022)
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan
Dialogue History Matters! Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots. ACM Trans. Inf. Syst. 39 (4) (2021)
Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution. WWW (Companion Volume) (2021)
Lei Wang, Juntao Li, Juanfang Liu, Mingming Chang
RAMRSGL: A Robust Adaptive Multinomial Regression Model for Multicancer Classification. Comput. Math. Methods Medicine 2021 (2021)
Ruiping Yuan, Juntao Li, Wei Wang, Jiangtao Dou, Luke Pan
Storage Assignment Optimization in Robotic Mobile Fulfillment Systems. Complex. 2021 (2021)
Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu
R-Drop: Regularized Dropout for Neural Networks. NeurIPS (2021)
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan
Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots. CoRR (2021)
Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu
R-Drop: Regularized Dropout for Neural Networks. CoRR (2021)
Meng-Hsuan Yu, Juntao Li, Zhangming Chan, Rui Yan, Dongyan Zhao
Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling. AAAI (2021)
Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution. CoRR (2021)
Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan
Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. NAACL-HLT (2021)
Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin
-Rec: An Effective Consistency Constraint for Sequential Recommendation. CoRR (2021)

Juntao Li.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Juntao Li