Hai-Tao Zheng

266 papers A* 28A 10B 21C 12Misc 16Journal 126Unranked 52
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hierarchical framework for measuring scientific paper innovation via large language models.
Inf. Sci.
Hongming Tan, Shaoxiong Zhan, Fengwei Jia, Hai-Tao Zheng, Wai Kin (Victor) Chan
2026 J jnl
Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding.
CoRR
Yinghui Li, Jiayi Kuang, Peng Xing, Daixian Liu, Junnan Dong, Shu-Yu Guo, Yangning Li, Qingyu Zhou, Wenhao Jiang, Hai-Tao Zheng, Ying Shen, Liang Lin, Philip S. Yu
2026 J jnl
EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration.
CoRR
Xinshuai Guo, Jiayi Kuang, Linyue Pan, Yinghui Li, Yangning Li, Hai-Tao Zheng, Ying Shen, Di Yin, Xing Sun
2026 J jnl
SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Merging.
CoRR
Shunlong Wu, Hai Lin, Shaoshen Chen, Tingwei Lu, Yongqin Zeng, Shaoxiong Zhan, Hai-Tao Zheng, Hong-Gee Kim
2026 J jnl
TangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning.
CoRR
Daixian Liu, Jiayi Kuang, Yinghui Li, Yangning Li, Di Yin, Haoyu Cao, Xing Sun, Ying Shen, Hai-Tao Zheng, Liang Lin, Philip S. Yu
2025 J jnl
AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees.
CoRR
Yangning Li, Shaoshen Chen, Yinghui Li, Yankai Chen, Hai-Tao Zheng, Hui Wang, Wenhao Jiang, Philip S. Yu
2025 J jnl
Alleviating Chinese repetitive generation via intra and intersentence penalty.
Neural Comput. Appl.
Jiacheng Yang, Fangqing Jiang, Hui Wang, Hai-Tao Zheng, Hong-Gee Kim
2025 J jnl
Auxiliary-Hyperparameter-Free Sampling: Entropy Equilibrium for Text Generation.
CoRR
Xiaodong Cai, Hai Lin, Shaoxiong Zhan, Weiqi Luo, Hong-Gee Kim, Hongyan Hao, Yu Yang, Hai-Tao Zheng
2025 A* conf
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.
ICLR
Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Fei Huang, Jingren Zhou, Philip S. Yu
2025 — conf
CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction.
ACL (1)
Jingheng Ye, Zishan Xu, Yinghui Li, Linlin Song, Qingyu Zhou, Hai-Tao Zheng, Ying Shen, Wenhao Jiang, Hong-Gee Kim, Ruitong Liu, Xin Su, Zifei Shan
2025 J jnl
Correct like humans: Progressive learning framework for Chinese text error correction.
Expert Syst. Appl.
Yinghui Li, Shirong Ma, Shaoshen Chen, Haojing Huang, Shulin Huang, Yangning Li, Hai-Tao Zheng, Ying Shen
2025 J jnl
Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction.
CoRR
Jingheng Ye, Shang Qin, Yinghui Li, Hai-Tao Zheng, Shen Wang, Qingsong Wen
2025 — conf
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens.
ACL (Findings)
Shaoshen Chen, Yangning Li, Zishan Xu, Yongqin Zeng, Shunlong Wu, Xinshuo Hu, Zifei Shan, Xin Su, Jiwei Tang, Yinghui Li, Hai-Tao Zheng
2025 J jnl
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens.
CoRR
Shaoshen Chen, Yangning Li, Zishan Xu, Yinghui Li, Xin Su, Zifei Shan, Hai-Tao Zheng
2025 A conf
Dual Denoising Diffusion Model for Session-based Social Recommendation.
CIKM
Mengying Lu, Hai-Tao Zheng, Lan Zhou, Qi Li, Jinxiao Shan, Zhixing Li, Hong-Gee Kim
2025 A* conf
EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction.
AAAI
Jingheng Ye, Shang Qin, Yinghui Li, Xuxin Cheng, Libo Qin, Hai-Tao Zheng, Ying Shen, Peng Xing, Zishan Xu, Guo Cheng, Wenhao Jiang
2025 Misc conf
Efficient Visual Storytelling through Descriptive Words Distillation and Dynamic Decoding.
ICASSP
Zixuan Xiong, Hai Lin, Lichen Bai, Yinghui Li, Hai-Tao Zheng, Hong-Gee Kim
2025 B conf
Eliminating Retrieval Knowledge Conflicts: Cross-Validation Re-ranking with Large Language Models.
IJCNN
Qirui Wu, Lin Hai, Hai-Tao Zheng, Ruobing Xie, Saiyong Yang, Xingwu Sun, Zhanhui Kang, Hong-Gee Kim
2025 Misc conf
Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion.
ICASSP
Hebin Wang, Yangning Li, Yinghui Li, Hai-Tao Zheng, Wenhao Jiang, Hong-Gee Kim
2025 J jnl
Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion.
CoRR
Hebin Wang, Yangning Li, Yinghui Li, Hai-Tao Zheng, Wenhao Jiang, Hong-Gee Kim
2025 J jnl
FEANEL: A Benchmark for Fine-Grained Error Analysis in K-12 English Writing.
CoRR
Jingheng Ye, Shen Wang, Jiaqi Chen, Hebin Wang, Deqing Zou, Yanyu Zhu, Jiwei Tang, Hai-Tao Zheng, Ruitong Liu, Haoyang Li, Yanfeng Wang, Qingsong Wen
2025 J jnl
From Token to Line: Enhancing Code Generation with a Long-Term Perspective.
CoRR
Tingwei Lu, Yangning Li, Liyuan Wang, Binghuai Lin, Jiwei Tang, Wanshi Xu, Hai-Tao Zheng, Yinghui Li, Bingxu An, Zhao Wei, Yong Xu
2025 J jnl
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment.
CoRR
Jiwei Tang, Zhicheng Zhang, Shunlong Wu, Jingheng Ye, Lichen Bai, Zitai Wang, Tingwei Lu, Jiaqi Chen, Lin Hai, Hai-Tao Zheng, Hong-Gee Kim
2025 Misc conf
Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction.
ICASSP
Ding Zhang, Yangning Li, Lichen Bai, Hao Zhang, Yinghui Li, Haiye Lin, Hai-Tao Zheng, Xin Su, Zifei Shan
2025 J jnl
Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction.
CoRR
Ding Zhang, Yangning Li, Lichen Bai, Hao Zhang, Yinghui Li, Haiye Lin, Hai-Tao Zheng, Xin Su, Zifei Shan
2025 J jnl
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning.
CoRR
Yangning Li, Zihua Lan, Lv Qingsong, Yinghui Li, Hai-Tao Zheng
2025 — conf
MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction.
EMNLP (Industry Track)
Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Shu-Yu Guo, Hai-Tao Zheng, Wenhao Jiang, Ying Shen
2025 J jnl
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation.
CoRR
Xiangjin Xie, Yuxin Chen, Ruipeng Wang, Kai Ouyang, Zihan Zhang, Hai-Tao Zheng, Buyue Qian, Hansen Zheng, Bo Hu, Chengxiang Zhuo, Zang Li
2025 A* conf
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
ICML
Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu
2025 J jnl
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
CoRR
Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu
2025 A* conf
Position: LLMs Can be Good Tutors in English Education.
EMNLP
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
2025 J jnl
Position: LLMs Can be Good Tutors in Foreign Language Education.
CoRR
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
2025 J jnl
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval.
IEEE Trans. Knowl. Data Eng.
Hongming Tan, Shaoxiong Zhan, Hai Lin, Hai-Tao Zheng, Wai Kin Chan
2025 — conf
RAG-Targeted SFT Improves RAG-Enhanced Math Reasoning.
NLPCC (2)
Haiye Lin, Ruobing Xie, Hao Zhang, Wenjie Liang, Jin Xu, Ding Zhang, Jiale Wang, Hai-Tao Zheng, Yanfeng Chen, Saiyong Yang, Xingwu Sun, Zhanhui Kang
2025 J jnl
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models.
CoRR
Qingsong Lv, Yangning Li, Zihua Lan, Zishan Xu, Jiwei Tang, Yinghui Li, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
2025 — conf
ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences.
KDD (2)
Xingyu Lu, Jinpeng Wang, Jieming Zhu, Zhicheng Zhang, Deqing Zou, Hai-Tao Zheng, Shu-Tao Xia, Rui Zhang
2025 A* conf
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning.
ICLR
Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu
2025 J jnl
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning.
CoRR
Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu
2025 J jnl
Removing Averaging: Personalized Lip-Sync Driven Characters Based on Identity Adapter.
CoRR
Yanyu Zhu, Licheng Bai, Jintao Xu, Jiwei Tang, Hai-Tao Zheng
2025 B conf
Repository-Level Code Smell Detection Based on Multi-Scale Code Information and LLM Assistance.
IJCNN
Wenjie Liang, Yongqin Zeng, Hai-Tao Zheng, Jiale Wang, Haiye Lin, Hong-Gee Kim, Bingxu An, Zhao Wei, Yong Xu
2025 — conf
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction.
ACL (6)
Yinghui Li, Shang Qin, Jingheng Ye, Haojing Huang, Yangning Li, Shu-Yu Guo, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
2025 J jnl
Revisiting Classification Taxonomy for Grammatical Errors.
CoRR
Deqing Zou, Jingheng Ye, Yulu Liu, Yu Wu, Zishan Xu, Yinghui Li, Hai-Tao Zheng, Bingxu An, Zhao Wei, Yong Xu
2025 B conf
SmellDetector: Multi-Label Code Smell Detection and Refactoring with Large Language Models.
IJCNN
Wenjie Liang, Jiale Wang, Hai-Tao Zheng, Yinghui Li, Haiye Lin, Hong-Gee Kim, Bingxu An, Zhao Wei, Yong Xu
2025 — conf
VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform.
KDD (2)
Xingyu Lu, Tianke Zhang, Chang Meng, Xiaobei Wang, Jinpeng Wang, Yifan Zhang, Shisong Tang, Changyi Liu, Haojie Ding, Kaiyu Jiang, Kaiyu Tang, Bin Wen, Hai-Tao Zheng, Fan Yang, Tingting Gao, Di Zhang, Kun Gai
2024 J jnl
A Segment Augmentation and Prediction Consistency Framework for Multi-label Unknown Intent Detection.
ACM Trans. Knowl. Discov. Data
Jiacheng Yang, Miaoxin Chen, Cao Liu, Boqi Dai, Hai-Tao Zheng, Hui Wang, Rui Xie, Hong-Gee Kim
2024 J jnl
Advancing entity alignment with dangling cases: a structure-aware approach through optimal transport learning and contrastive learning.
Neural Comput. Appl.
Jin Xu, Yangning Li, Xiangjin Xie, Niu Hu, Yinghui Li, Hai-Tao Zheng, Yong Jiang
2024 Misc conf
An Anchor Learning Approach for Citation Field Learning.
ICASSP
Zilin Yuan, Borun Chen, Yimeng Dai, Yinghui Li, Hai-Tao Zheng, Rui Zhang
2024 J jnl
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.
CoRR
Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Pengjun Xie, Philip S. Yu, Fei Huang, Jingren Zhou
2024 J jnl
CLEME2.0: Towards More Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction.
CoRR
Jingheng Ye, Zishan Xu, Yinghui Li, Xuxin Cheng, Linlin Song, Qingyu Zhou, Hai-Tao Zheng, Ying Shen, Xin Su
2024 — conf
Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering.
LREC/COLING
Zhixiong Cao, Hai-Tao Zheng, Yangning Li, Jin Xu, Rongsheng Li, Hong-Gee Kim
2024 J jnl
EXCGEC: A Benchmark of Edit-wise Explainable Chinese Grammatical Error Correction.
CoRR
Jingheng Ye, Shang Qin, Yinghui Li, Xuxin Cheng, Libo Qin, Hai-Tao Zheng, Peng Xing, Zishan Xu, Guo Cheng, Zhao Wei
2024 A conf
Empowering Private Tutoring by Chaining Large Language Models.
CIKM
Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2024 Misc conf
Enhancing Multi-Task Models For Recommendation with Tensor Trace Norm.
ICASSP
Boqi Dai, Kai Ouyang, Jun Yuan, Miaoxin Chen, Xingyu Lu, Weiwen Liu, Rui Zhang, Hai-Tao Zheng
2024 A conf
From Retrieval to Generation: Efficient and Effective Entity Set Expansion.
CIKM
Shulin Huang, Shirong Ma, Yangning Li, Yinghui Li, Hai-Tao Zheng
2024 — conf
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation.
EMNLP (Findings)
Chuancheng Lv, Lei Li, Shitou Zhang, Gang Chen, Fanchao Qi, Ningyu Zhang, Hai-Tao Zheng
2024 J jnl
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark.
CoRR
Zhikun Xu, Yinghui Li, Ruixue Ding, Xinyu Wang, Boli Chen, Yong Jiang, Hai-Tao Zheng, Wenlian Lu, Pengjun Xie, Fei Huang
2024 A* conf
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities.
AAAI
Yangning Li, Tingwei Lu, Hai-Tao Zheng, Yinghui Li, Shulin Huang, Tianyu Yu, Jun Yuan, Rui Zhang
2024 — conf
Make NPC More Realistic: Design and Practice of a Hybrid Stealth Game NPC AI Framework Based on OODA Theory.
HCI (59)
Zhiyue Lin, Zetao Zhang, Xing Sun, Hai-Tao Zheng
2024 J jnl
Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework.
CoRR
Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Hai-Tao Zheng, Wenhao Jiang, Ying Shen
2024 — conf
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension.
EMNLP (Findings)
Xingyu Lu, He Cao, Zijing Liu, Shengyuan Bai, Leqing Chen, Yuan Yao, Hai-Tao Zheng, Yu Li
2024 J jnl
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension.
CoRR
Xingyu Lu, He Cao, Zijing Liu, Shengyuan Bai, Leqing Chen, Yuan Yao, Hai-Tao Zheng, Yu Li
2024 J jnl
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions.
CoRR
Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang
2024 A* conf
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback.
CVPR
Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2024 B conf
Relation Knowledge Distillation Based on Prompt Learning for Generalized Few-Shot Intent Detection.
IJCNN
Chaiyut Luoyiching, Yangning Li, Yinghui Li, Rongsheng Li, Hai-Tao Zheng, Nannan Zhou, Hanjing Su
2024 J jnl
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction.
CoRR
Yinghui Li, Shang Qin, Jingheng Ye, Shirong Ma, Yangning Li, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
2024 B conf
Retrieval-Augmented Meta Learning for Low-Resource Text Classification.
IJCNN
Rongsheng Li, Yangning Li, Yinghui Li, Chaiyut Luoyiching, Nannan Zhou, Hanjing Su, Hai-Tao Zheng
2024 A* conf
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding.
AAAI
Tianyu 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
2024 — conf
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters.
ACL (1)
Yinghui Li, Zishan Xu, Shaoshen Chen, Haojing Huang, Yangning Li, Shirong Ma, Yong Jiang, Zhongli Li, Qingyu Zhou, Hai-Tao Zheng, Ying Shen
2024 J jnl
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities.
CoRR
Yangning Li, Qingsong Lv, Tianyu Yu, Yinghui Li, Shulin Huang, Tingwei Lu, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Hui Wang
2024 A* conf
Understanding Implosion in Text-to-Image Generative Models.
CCS
Wenxin Ding, Cathy Yuanchen Li, Shawn Shan, Ben Y. Zhao, Hai-Tao Zheng
2024 A conf
UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning.
CIKM
Boqi Dai, Zhaocheng Du, Jieming Zhu, Jintao Xu, Deqing Zou, Quanyu Dai, Zhenhua Dong, Rui Zhang, Hai-Tao Zheng
2024 J jnl
When LLMs Meet Cunning Questions: A Fallacy Understanding Benchmark for Large Language Models.
CoRR
Yinghui Li, Qingyu Zhou, Yuanzhen Luo, Shirong Ma, Yangning Li, Hai-Tao Zheng, Xuming Hu, Philip S. Yu
2024 A* conf
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models.
NeurIPS
Yinghui Li, Qingyu Zhou, Yuanzhen Luo, Shirong Ma, Yangning Li, Hai-Tao Zheng, Xuming Hu, Philip S. Yu
2023 — conf
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check.
EMNLP (Findings)
Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng
2023 J jnl
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check.
CoRR
Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng
2023 B conf
A Simple Semantics and Topic-aware Method to Enhance Abstractive Summarization.
IJCNN
Jiangnan Du, Xuan Fu, Jianfeng Li, Cuiqin Hou, Qiyu Zhou, Hai-Tao Zheng
2023 Misc conf
A Simple Yet Effective Approach to Structured Knowledge Distillation.
ICASSP
Wenye Lin, Yangming Li, Lemao Liu, Shuming Shi, Hai-Tao Zheng
2023 J jnl
AOG-LSTM: An adaptive attention neural network for visual storytelling.
Neurocomputing
Hanqing Liu, Jiacheng Yang, Chia-Hao Chang, Wei Wang, Hai-Tao Zheng, Yong Jiang, Hui Wang, Rui Xie, Wei Wu
2023 A* conf
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation.
NeurIPS
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
2023 J jnl
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation.
CoRR
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
2023 J jnl
Active relation discovery: Towards general and label-aware open relation extraction.
Knowl. Based Syst.
Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen
2023 J jnl
An Anchor Learning Approach for Citation Field Learning.
CoRR
Zilin Yuan, Borun Chen, Yimeng Dai, Yinghui Li, Hai-Tao Zheng, Rui Zhang
2023 J jnl
Automatic Context Pattern Generation for Entity Set Expansion.
IEEE Trans. Knowl. Data Eng.
Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen
2023 J jnl
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking.
CoRR
Yinghui Li, Yong Jiang, Shen Huang, Xingyu Lu, Yangning Li, Pengjun Xie, Fei Huang, Hai-Tao Zheng
2023 A* conf
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction.
EMNLP
Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen
2023 J jnl
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction.
CoRR
Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen
2023 — conf
Click-Aware Structure Transfer with Sample Weight Assignment for Post-Click Conversion Rate Estimation.
ECML/PKDD (5)
Kai Ouyang, Wenhao Zheng, Chen Tang, Xuanji Xiao, Hai-Tao Zheng
2023 J jnl
Click-aware Structure Transfer with Sample Weight Assignment for Post-Click Conversion Rate Estimation.
CoRR
Kai Ouyang, Wenhao Zheng, Chen Tang, Xuanji Xiao, Hai-Tao Zheng
2023 Misc conf
Contextual Similarity is More Valuable Than Character Similarity: An Empirical Study for Chinese Spell Checking.
ICASSP
Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng
2023 J jnl
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data.
CoRR
Shirong Ma, Shen Huang, Shulin Huang, Xiaobin Wang, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang
2023 J jnl
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce.
CoRR
Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang
2023 J jnl
Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge.
Neurocomputing
Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng
2023 J jnl
Empowering Private Tutoring by Chaining Large Language Models.
CoRR
Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou
2023 A conf
Enhancing Text Generation with Cooperative Training.
ECAI
Hao Wang, Zhongshen Zeng, Wei Wang, Hai-Tao Zheng, Jiaxing Zhang
2023 A conf
Establishing a Stronger Baseline for Lightweight Contrastive Models.
ICME
Wenye Lin, Yifeng Ding, Zhixiong Cao, Hai-Tao Zheng
2023 J jnl
Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Yilin Zhang, Ziran Li, Zhiyuan Liu, Hai-Tao Zheng, Ying Shen, Lan Zhou
2023 J jnl
Exploring Lottery Prompts for Pre-trained Language Models.
CoRR
Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie
2023 J jnl
From Retrieval to Generation: Efficient and Effective Entity Set Expansion.
CoRR
Shulin Huang, Shirong Ma, Yangning Li, Yinghui Li, Hai-Tao Zheng, Yong Jiang
2023 Misc conf
Guide and Select: A Transformer-Based Multimodal Fusion Method for Points of Interest Description Generation.
ICASSP
Hanqing Liu, Wei Wang, Niu Hu, Hai-Tao Zheng, Rui Xie, Wei Wu, Yang Bai
2023 Misc conf
High-Level Feature Fusion Network for Session-Based Social Recommendation.
ICASSP
Liuyin Wang, Mingchao Li, Hai-Tao Zheng
2023 — conf
K-DLM: A Domain-Adaptive Language Model Pre-Training Framework with Knowledge Graph.
ICANN (4)
Jiaxin Zou, Zuotong Xie, Junhua Chen, Jiawei Hou, Qiang Yan, Hai-Tao Zheng
2023 C conf
KLAPrompt: Infusing Semantic Knowledge into Pre-trained Language Models by Long-answer Prompt Learning.
SEKE
Zuotong Xie, Kai Ouyang, Xiangjin Xie, Hai-Tao Zheng, Wenqiang Liu, Dongxiao Huang, Bei Wu
2023 J jnl
Knowledge Soft Integration for Multimodal Recommendation.
CoRR
Kai Ouyang, Chen Tang, Wenhao Zheng, Xiangjin Xie, Xuanji Xiao, Jian Dong, Hai-Tao Zheng, Zhi Wang
2023 J jnl
Knowledge-Based Reasoning Network for Relation Detection.
IEEE Trans. Neural Networks Learn. Syst.
Ying Shen, Min Yang, Yaliang Li, Dong Wang, Hai-Tao Zheng, Daoyuan Chen
2023 J jnl
Knowledge-augmented Few-shot Visual Relation Detection.
CoRR
Tianyu Yu, Yangning Li, Jiaoyan Chen, Yinghui Li, Hai-Tao Zheng, Xi Chen, Qingbin Liu, Wenqiang Liu, Dongxiao Huang, Bei Wu, Yexin Wang
2023 J jnl
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles.
CoRR
Shulin Huang, Shirong Ma, Yinghui Li, Mengzuo Huang, Wuhe Zou, Weidong Zhang, Hai-Tao Zheng
2023 A* conf
Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval.
AAAI
Mingchao Li, Xiaoming Shi, Haitao Leng, Wei Zhou, Hai-Tao Zheng, Kuncai Zhang
2023 J jnl
MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities.
CoRR
Yangning Li, Tingwei Lu, Yinghui Li, Tianyu Yu, Shulin Huang, Hai-Tao Zheng, Rui Zhang, Jun Yuan
2023 A* conf
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation.
ACM Multimedia
Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
2023 J jnl
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation.
CoRR
Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
2023 A* conf
Mining Interest Trends and Adaptively Assigning Sample Weight for Session-based Recommendation.
SIGIR
Kai Ouyang, Xianghong Xu, Miaoxin Chen, Zuotong Xie, Hai-Tao Zheng, Shuangyong Song, Yu Zhao
2023 J jnl
Mining Interest Trends and Adaptively Assigning SampleWeight for Session-based Recommendation.
CoRR
Kai Ouyang, Xianghong Xu, Miaoxin Chen, Zuotong Xie, Hai-Tao Zheng, Shuangyong Song, Yu Zhao
2023 — conf
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction.
EMNLP (Findings)
Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng
2023 J jnl
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction.
CoRR
Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng
2023 B conf
Modeling Global-Local Subtopic Distribution with Hypergraph to Diversify Search Results.
IJCNN
Kai Ouyang, Xianghong Xu, Zuotong Xie, Hai-Tao Zheng, Yanxiong Lu
2023 A* conf
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs.
SIGIR
Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang
2023 J jnl
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs.
CoRR
Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang
2023 J jnl
On the (In)Effectiveness of Large Language Models for Chinese Text Correction.
CoRR
Yinghui Li, Haojing Huang, Shirong Ma, Yong Jiang, Yangning Li, Feng Zhou, Hai-Tao Zheng, Qingyu Zhou
2023 J jnl
Parameter-efficient fine-tuning of large-scale pre-trained language models.
Nat. Mac. Intell.
Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun
2023 J jnl
Progressive Multi-task Learning Framework for Chinese Text Error Correction.
CoRR
Shirong Ma, Yinghui Li, Haojing Huang, Shulin Huang, Yangning Li, Hai-Tao Zheng, Ying Shen
2023 J jnl
Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection.
CoRR
Chaiyut Luoyiching, Yangning Li, Yinghui Li, Rongsheng Li, Hai-Tao Zheng, Nannan Zhou, Hanjing Su
2023 J jnl
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback.
CoRR
Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua
2023 J jnl
Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants.
CoRR
Tianyu Yu, Jinyi Hu, Yuan Yao, Haoye Zhang, Yue Zhao, Chongyi Wang, Shan Wang, Yinxv Pan, Jiao Xue, Dahai Li, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2023 Misc conf
Rethinking Rule-Based Approaches in Session-Based Recommendation.
ICASSP
Liuyin Wang, Mingchao Li, Hai-Tao Zheng
2023 A conf
Rethinking Temporal Information in Session-Based Recommendation: A Position-Agnostic Approach.
ECAI
Xianghong Xu, Kai Ouyang, Hai-Tao Zheng, Wenqiang Liu
2023 J jnl
Retrieval-Augmented Meta Learning for Low-Resource Text Classification.
CoRR
Rongsheng Li, Yangning Li, Yinghui Li, Chaiyut Luoyiching, Hai-Tao Zheng, Nannan Zhou, Hanjing Su
2023 A conf
Segment Augmentation and Prediction Consistency Neural Network for Multi-label Unknown Intent Detection.
CIKM
Miaoxin Chen, Cao Liu, Boqi Dai, Hai-Tao Zheng, Ting Song, Jiansong Chen, Guanglu Wan, Rui Xie
2023 J jnl
Self-Consistent Learning: Cooperation between Generators and Discriminators.
CoRR
Tong Wu, Hao Wang, Zhongshen Zeng, Wei Wang, Hai-Tao Zheng, Jiaxing Zhang
2023 B conf
Self-supervised Bidirectional Prompt Tuning for Entity-enhanced Pre-trained Language Model.
IJCNN
Jiaxin Zou, Xianghong Xu, Jiawei Hou, Qiang Yan, Hai-Tao Zheng
2023 J jnl
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding.
CoRR
Tianyu 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
2023 J jnl
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters.
CoRR
Yinghui Li, Zishan Xu, Shaoshen Chen, Haojing Huang, Yangning Li, Yong Jiang, Zhongli Li, Qingyu Zhou, Hai-Tao Zheng, Ying Shen
2023 J jnl
TransCP: A Transformer Pointer Network for Generic Entity Description Generation With Explicit Content-Planning.
IEEE Trans. Knowl. Data Eng.
Bayu Distiawan Trisedya, Jianzhong Qi, Hai-Tao Zheng, Flora D. Salim, Rui Zhang
2023 Misc conf
Vision, Deduction and Alignment: An Empirical Study on Multi-Modal Knowledge Graph Alignment.
ICASSP
Yangning Li, Jiaoyan Chen, Yinghui Li, Yuejia Xiang, Xi Chen, Hai-Tao Zheng
2023 A* conf
Visually Grounded Commonsense Knowledge Acquisition.
AAAI
Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2022 J jnl
A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking.
CoRR
Zilin Yuan, Yinghui Li, Yangning Li, Rui Xie, Wei Wu, Hai-Tao Zheng
2022 J jnl
A Knowledge-Enhanced Multi-View Framework for Drug-Target Interaction Prediction.
IEEE Trans. Big Data
Ying Shen, Yilin Zhang, Kaiqi Yuan, Dagang Li, Hai-Tao Zheng
2022 Misc conf
A Non-Hierarchical Attention Network with Modality Dropout for Textual Response Generation in Multimodal Dialogue Systems.
ICASSP
Rongyi Sun, Borun Chen, Qingyu Zhou, Yinghui Li, Yunbo Cao, Hai-Tao Zheng
2022 B conf
AMR-to-Text Generation with Graph Structure Reconstruction and Coverage Mechanism.
IJCNN
Junxin Li, Wei Wang, Hai-Tao Zheng, Jun Gao, Rui Xie, Wei Wu
2022 J jnl
Active Relation Discovery: Towards General and Label-aware Open Relation Extraction.
CoRR
Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen, Hong-Gee Kim
2022 J jnl
Are we ready for a new paradigm shift? A survey on visual deep MLP.
Patterns
Ruiyang Liu, Yinghui Li, Linmi Tao, Dun Liang, Hai-Tao Zheng
2022 J jnl
Automatic Context Pattern Generation for Entity Set Expansion.
CoRR
Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen
2022 A* conf
Breaking Isolation: Multimodal Graph Fusion for Multimedia Recommendation by Edge-wise Modulation.
ACM Multimedia
Feiyu Chen, Junjie Wang, Yinwei Wei, Hai-Tao Zheng, Jie Shao
2022 B conf
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations.
COLING
Borun Chen, Hongyin Tang, Jiahao Bu, Kai Zhang, Jingang Wang, Qifan Wang, Hai-Tao Zheng, Wei Wu, Liqian Yu
2022 J jnl
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations.
CoRR
Borun Chen, Hongyin Tang, Jingang Wang, Qifan Wang, Hai-Tao Zheng, Wei Wu, Liqian Yu
2022 — conf
Context Reasoning Attention Network: Generating Plausible Distractors for Multi-choice Questions.
ICANN (3)
Mingchao Li, Liuyin Wang, Haozhuang Liu, Wei Wang, Hai-Tao Zheng
2022 J jnl
Contextual Similarity is More Valuable than Character Similarity: Curriculum Learning for Chinese Spell Checking.
CoRR
Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng
2022 A* conf
Contrastive Learning with Hard Negative Entities for Entity Set Expansion.
SIGIR
Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng
2022 J jnl
Contrastive Learning with Hard Negative Entities for Entity Set Expansion.
CoRR
Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng
2022 J jnl
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models.
CoRR
Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun
2022 — conf
Diversify Search Results Through Graph Attentive Document Interaction.
DASFAA (1)
Xianghong Xu, Kai Ouyang, Yin Zheng, Yanxiong Lu, Hai-Tao Zheng, Hong-Gee Kim
2022 J jnl
Efficient Sub-structured Knowledge Distillation.
CoRR
Wenye Lin, Yangming Li, Lemao Liu, Shuming Shi, Hai-Tao Zheng
2022 J jnl
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge.
CoRR
Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng
2022 J jnl
Few-shot Classification with Hypersphere Modeling of Prototypes.
CoRR
Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie
2022 J jnl
Focus Is What You Need For Chinese Grammatical Error Correction.
CoRR
Jingheng Ye, Yinghui Li, Shirong Ma, Rui Xie, Wei Wu, Hai-Tao Zheng
2022 B conf
GiTS: Gist-driven Text Segmentation.
IJCNN
Yifeng Ding, Yimeng Dai, Hai-Tao Zheng, Rui Zhang
2022 J jnl
Global Mixup: Eliminating Ambiguity with Clustering.
CoRR
Xiangjin Xie, Yangning Li, Wang Chen, Kai Ouyang, Li Jiang, Hai-Tao Zheng
2022 B conf
Learning Purified Feature Representations from Task-irrelevant Labels.
IJCNN
Yinghui Li, Chen Wang, Yangning Li, Hai-Tao Zheng, Ying Shen
2022 B conf
LordBERT: Embedding Long Text by Segment Ordering with BERT.
IJCNN
Borun Chen, Rongyi Sun, Yimeng Dai, Hai-Tao Zheng, Rui Zhang
2022 A* conf
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation.
ICDM
Xiangjin Xie, Yuxin Chen, Ruipeng Wang, Xianli Zhang, Shilei Cao, Kai Ouyang, Zihan Zhang, Hai-Tao Zheng, Buyue Qian, Hansen Zheng, Bo Hu, Chengxiang Zhuo, Zang Li
2022 A conf
Modeling Latent Autocorrelation for Session-based Recommendation.
CIKM
Xianghong Xu, Kai Ouyang, Liuyin Wang, Jiaxin Zou, Yanxiong Lu, Hai-Tao Zheng, Hong-Gee Kim
2022 Misc conf
Retrieval Enhanced Segment Generation Neural Network for Task-Oriented Dialogue Systems.
ICASSP
Miaoxin Chen, Zibo Lin, Rongyi Sun, Kai Ouyang, Hai-Tao Zheng, Rui Xie, Wei Wu
2022 A* conf
Self-Supervised Dual-Channel Attentive Network for Session-based Social Recommendation.
ICDE
Liuyin Wang, Xianghong Xu, Kai Ouyang, Huanzhong Duan, Yanxiong Lu, Hai-Tao Zheng
2022 — conf
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information.
ACL (Findings)
Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
2022 J jnl
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information.
CoRR
Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng
2022 — conf
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking.
ACL (Findings)
Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng
2022 J jnl
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking.
CoRR
Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng
2022 J jnl
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation.
CoRR
Shulin Huang, Shirong Ma, Yinghui Li, Yangning Li, Shiyang Lin, Hai-Tao Zheng, Ying Shen
2022 B conf
Tree-structured Auxiliary Online Knowledge Distillation.
IJCNN
Wenye Lin, Yangning Li, Yifeng Ding, Hai-Tao Zheng
2022 J jnl
Tree-structured Auxiliary Online Knowledge Distillation.
CoRR
Wenye Lin, Yangning Li, Yifeng Ding, Hai-Tao Zheng
2021 J jnl
A non-hierarchical attention network with modality dropout for textual response generation in multimodal dialogue systems.
CoRR
Rongyi Sun, Borun Chen, Qingyu Zhou, Yinghui Li, Yunbo Cao, Hai-Tao Zheng
2021 J jnl
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP.
CoRR
Ruiyang Liu, Yinghui Li, Linmi Tao, Dun Liang, Shi-Min Hu, Hai-Tao Zheng
2021 B conf
Balance the Labels: Hierarchical Label Structured Network for Dialogue Act Recognition.
IJCNN
Dong Wang, Ziran Li, Dongming Sheng, Hai-Tao Zheng, Ying Shen
2021 B conf
Bilingual Self-Attention Network: Generating Headlines for Online Linguistic Questions.
IJCNN
Mingchao Li, Haozhuang Liu, Yang Wang, Hai-Tao Zheng
2021 — conf
Consistency and Coherency Enhanced Story Generation.
ECIR (1)
Wei Wang, Piji Li, Hai-Tao Zheng
2021 A* conf
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection.
AAAI
Wei Wang, Piji Li, Hai-Tao Zheng
2021 J jnl
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection.
CoRR
Wei Wang, Piji Li, Hai-Tao Zheng
2021 J jnl
Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation.
CoRR
Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen
2021 A* conf
Learning to Augment for Data-scarce Domain BERT Knowledge Distillation.
AAAI
Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen
2021 J jnl
Modeling Relation Paths for Knowledge Graph Completion.
IEEE Trans. Knowl. Data Eng.
Ying Shen, Ning Ding, Hai-Tao Zheng, Yaliang Li, Min Yang
2021 Misc conf
Multi-Entity Collaborative Relation Extraction.
ICASSP
Haozhuang Liu, Ziran Li, Dongming Sheng, Hai-Tao Zheng, Ying Shen
2021 J jnl
OpenPrompt: An Open-source Framework for Prompt-learning.
CoRR
Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun
2021 J jnl
Prompt-Learning for Fine-Grained Entity Typing.
CoRR
Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim
2021 J jnl
Prototypical Representation Learning for Relation Extraction.
CoRR
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang
2021 B conf
Question Generation via Multi-stage Answers Editing Network.
IJCNN
Liuyin Wang, Dongming Sheng, Hai-Tao Zheng
2021 J jnl
Sentence Semantic Regression for Text Generation.
CoRR
Wei Wang, Piji Li, Hai-Tao Zheng
2020 J jnl
Consistency and Coherency Enhanced Story Generation.
CoRR
Wei Wang, Piji Li, Hai-Tao Zheng
2020 J jnl
Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection.
CoRR
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi
2020 A* conf
Infobox-to-text Generation with Tree-like Planning based Attention Network.
IJCAI
Yang Bai, Ziran Li, Ning Ding, Ying Shen, Hai-Tao Zheng
2020 Misc conf
Knowledge Enhanced Latent Relevance Mining for Question Answering.
ICASSP
Dong Wang, Ying Shen, Hai-Tao Zheng
2020 A* conf
Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering.
AAAI
Zihan Xu, Hai-Tao Zheng, Shaopeng Zhai, Dong Wang
2020 Misc conf
Self-Attention and Retrieval Enhanced Neural Networks for Essay Generation.
ICASSP
Wei Wang, Hai-Tao Zheng, Zibo Lin
2020 A* conf
Triple-to-Text Generation with an Anchor-to-Prototype Framework.
IJCAI
Ziran Li, Zibo Lin, Ning Ding, Hai-Tao Zheng, Ying Shen
2019 J jnl
A probabilistic model for semantic advertising.
Knowl. Inf. Syst.
Jin-Yuan Chen, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia, Cong-Zhi Zhao
2019 A* conf
Answer-enhanced Path-aware Relation Detection over Knowledge Base.
SIGIR
Daoyuan Chen, Min Yang, Hai-Tao Zheng, Yaliang Li, Ying Shen
2019 B conf
CARL: Aggregated Search with Context-Aware Module Embedding Learning.
IJCNN
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng
2019 J jnl
CARL: Aggregated Search with Context-Aware Module Embedding Learning.
CoRR
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng
2019 J jnl
Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier.
BMC Bioinform.
Ying Shen, Yaliang Li, Hai-Tao Zheng, Buzhou Tang, Min Yang
2019 A conf
Knowledge-aware Textual Entailment with Graph Attention Network.
CIKM
Daoyuan Chen, Yaliang Li, Min Yang, Hai-Tao Zheng, Ying Shen
2019 B conf
LambdaGAN: Generative Adversarial Nets for Recommendation Task with Lambda Strategy.
IJCNN
Yang Wang, Hai-Tao Zheng, Wang Chen, Rui Zhang
2019 — conf
Topic Attentional Neural Network for Abstractive Document Summarization.
PAKDD (2)
Hao Liu, Hai-Tao Zheng, Wei Wang
2019 — conf
User Preference-Aware Review Generation.
PAKDD (3)
Wei Wang, Hai-Tao Zheng, Hao Liu
2019 B conf
Utilizing Generative Adversarial Networks for Recommendation based on Ratings and Reviews.
IJCNN
Wang Chen, Hai-Tao Zheng, Yang Wang, Wei Wang, Rui Zhang
2018 J jnl
A learnable search result diversification method.
Expert Syst. Appl.
Hai-Tao Zheng, Jinxin Han, Zhuren Wang, Xi Xiao
2018 J jnl
A novel framework for Automatic Chinese Question Generation based on multi-feature neural network model.
Comput. Sci. Inf. Syst.
Hai-Tao Zheng, Jinxin Han, Jin-Yuan Chen, Arun Kumar Sangaiah
2018 J jnl
Automatic Generation of News Comments Based on Gated Attention Neural Networks.
IEEE Access
Hai-Tao Zheng, Wei Wang, Wang Chen, Arun Kumar Sangaiah
2018 — conf
Automatically Answering Questions With Nature Languages.
ICSAI
Hai-Tao Zheng, Jin-Yuan Chen, Zuoyou Fu, Zihan Xu, Cong-Zhi Zhao
2018 J jnl
Clickbait Convolutional Neural Network.
Symmetry
Hai-Tao Zheng, Jin-Yuan Chen, Xin Yao, Arun Kumar Sangaiah, Yong Jiang, Cong-Zhi Zhao
2018 A* conf
Enhancing Question Understanding and Representation for Knowledge Base Relation Detection.
ICDM
Zihan Xu, Hai-Tao Zheng, Zuoyou Fu, Wei Wang
2018 J jnl
Learning-based topic detection using multiple features.
Concurr. Comput. Pract. Exp.
Hai-Tao Zheng, Zhe Wang, Wei Wang, Arun Kumar Sangaiah, Xi Xiao, Cong-Zhi Zhao
2018 — conf
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design.
ECCV (14)
Ningning Ma, Xiangyu Zhang, Hai-Tao Zheng, Jian Sun
2018 J jnl
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design.
CoRR
Ningning Ma, Xiangyu Zhang, Hai-Tao Zheng, Jian Sun
2018 J jnl
Weakly-supervised image captioning based on rich contextual information.
Multim. Tools Appl.
Hai-Tao Zheng, Zhe Wang, Ningning Ma, Jin-Yuan Chen, Xi Xiao, Arun Kumar Sangaiah
2017 — conf
An Ontology-Based Latent Semantic Indexing Approach Using Long Short-Term Memory Networks.
APWeb/WAIM (1)
Ningning Ma, Hai-Tao Zheng, Xi Xiao
2017 — conf
Boost Clickbait Detection Based on User Behavior Analysis.
APWeb/WAIM (2)
Hai-Tao Zheng, Xin Yao, Yong Jiang, Shu-Tao Xia, Xi Xiao
2017 — conf
Extracting Deep Semantic Information for Intelligent Recommendation.
ICONIP (5)
Wang Chen, Hai-Tao Zheng, Xiao-Xi Mao
2017 J jnl
Tianji: Implementation of an Efficient Tracking Engine in the Mobile Internet Era.
IEEE Access
Jin-Yuan Chen, Hai-Tao Zheng, Xi Xiao, Arun Kumar Sangaiah, Yong Jiang, Cong-Zhi Zhao
2017 — conf
XLink: An Unsupervised Bilingual Entity Linking System.
CCL
Jing Zhang, Yixin Cao, Lei Hou, Juanzi Li, Hai-Tao Zheng
2016 — conf
Online Streaming Feature Selection Using Sampling Technique and Correlations Between Features.
APWeb (2)
Hai-Tao Zheng, Haiyang Zhang
2016 — conf
Query-Focused Multi-document Summarization Based on Concept Importance.
PAKDD (2)
Hai-Tao Zheng, Ji-Min Guo, Yong Jiang, Shu-Tao Xia
2015 C conf
Boosting Explicit Semantic Analysis by Clustering Paragraph Vectors of Wikipedia Articles.
APWeb
Hai-Tao Zheng, Wenzhen Wu
2015 J jnl
Deterministic Constructions of Binary Measurement Matrices From Finite Geometry.
IEEE Trans. Signal Process.
Shu-Tao Xia, Xin-Ji Liu, Yong Jiang, Hai-Tao Zheng
2015 — conf
Exploiting Conceptual Relations of Sentences for Multi-document Summarization.
WAIM
Hai-Tao Zheng, Shu-Qin Gong, Ji-Min Guo, Wenzhen Wu
2015 — conf
Exploiting Latent Relations Between Users and Items for Collaborative Filtering.
ICONIP (3)
Ying-Min Zhou, Binheng Song, Hai-Tao Zheng
2015 C conf
Graph-Based Hybrid Recommendation Using Random Walk and Topic Modeling.
APWeb
Hai-Tao Zheng, Yang-Hui Yan, Ying-Min Zhou
2015 C conf
Online Feature Selection Based on Passive-Aggressive Algorithm with Retaining Features.
APWeb
Hai-Tao Zheng, Haiyang Zhang
2015 C conf
PDMA: A Probabilistic Framework for Diversifying Recommendation Lists.
APWeb
Yang-Hui Yan, Ying-Min Zhou, Hai-Tao Zheng
2015 C conf
RDQS: A Relevant and Diverse Query Suggestion Generation Framework.
APWeb
Hai-Tao Zheng, Yichi Zhang
2015 C conf
iCHUM: An Efficient Algorithm for High Utility Mining in Incremental Databases.
KSEM
Hai-Tao Zheng, Zhuo Li
2014 C conf
A Frequent Term-Based Multiple Clustering Approach for Text Documents.
APWeb
Hai-Tao Zheng, Hao Chen, Shu-Qin Gong
2014 J jnl
A semantic similarity measure based on information distance for ontology alignment.
Inf. Sci.
Yong Jiang, Xinmin Wang, Hai-Tao Zheng
2014 — conf
An Ontology-Based Approach to Query Suggestion Diversification.
ICONIP (2)
Hai-Tao Zheng, Jie Zhao, Yichi Zhang, Yong Jiang, Shu-Tao Xia
2014 — conf
Exploiting Level-Wise Category Links for Semantic Relatedness Computing.
ICONIP (2)
Hai-Tao Zheng, Wenzhen Wu, Yong Jiang, Shu-Tao Xia
2014 C conf
Graph-Based Summarization without Redundancy.
APWeb
Hai-Tao Zheng, Shao-Zhou Bai
2014 — conf
Multi-document Summarization Based on Sentence Clustering.
ICONIP (2)
Hai-Tao Zheng, Shu-Qin Gong, Hao Chen, Yong Jiang, Shu-Tao Xia
2013 B conf
A constant approximation for multicast scheduling under physical interference model.
WCNC
Jin-Yi Zhou, Shu-Tao Xia, Yong Jiang, Hai-Tao Zheng
2013 C conf
A traffic localization strategy for peer-to-peer live streaming.
ISCC
Chao Dai, Yong Jiang, Shu-Tao Xia, Hai-Tao Zheng, Laizhong Cui
2013 — conf
An Adaptive Collaborative Filtering Algorithm Based on Multiple Features.
ADMA (2)
Yanqiu Zhang, Hai-Tao Zheng, Lanshan Zhang
2013 C conf
An optimal segment replication strategy in P2P-VoD systems.
ISCC
Hongke Hu, Yong Jiang, Laizhong Cui, Shu-Tao Xia, Hai-Tao Zheng
2013 — conf
Exploiting Multiple Features for Learning to Rank in Expert Finding.
ADMA (2)
Hai-Tao Zheng, Qi Li, Yong Jiang, Shu-Tao Xia, Lanshan Zhang
2013 J jnl
Maximum Multiflow in Wireless Network Coding.
IEICE Trans. Commun.
Jin-Yi Zhou, Shu-Tao Xia, Yong Jiang, Hai-Tao Zheng, Laizhong Cui
2013 — ed.
Semantic Web and Web Science - 6th Chinese Semantic Web Symposium and 1st Chinese Web Science Conference, CSWS 2012, Shenzhen, China, November 28-30, 2012.
CSWS
Juanzi Li, Guilin Qi, Dongyan Zhao, Wolfgang Nejdl, Hai-Tao Zheng
2013 J jnl
Sparks and Deterministic Constructions of Binary Measurement Matrices from Finite Geometry
CoRR
Shu-Tao Xia, Xin-Ji Liu, Yong Jiang, Hai-Tao Zheng
2012 — conf
A Two-Step Non-redundant Subspace Clustering Approach.
CSWS
Hai-Tao Zheng, Hao Chen, Yong Jiang, Shu-Tao Xia, Hui-Qiu Li
2012 J jnl
An ontology-based approach to Chinese semantic advertising.
Inf. Sci.
Hai-Tao Zheng, Jin-Yuan Chen, Yong Jiang
2012 — conf
Exploiting Ontologies to Rank Relationships Between Patents.
CSWS
Hai-Tao Zheng, Nan Ma, Yong Jiang, Shu-Tao Xia, Hui-Qiu Li
2012 — conf
Keyword Proximity Search over Large and Complex RDF Database.
Web Intelligence
Zhen Niu, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia, Hui-Qiu Li
2012 J jnl
Maximum Multiflow in Wireless Network Coding
CoRR
Jin-Yi Zhou, Shu-Tao Xia, Yong Jiang, Hai-Tao Zheng
2012 C conf
Personalized Diversity Search Based on User's Social Relationships.
ADMA
Ming Li, Juanzi Li, Lei Hou, Hai-Tao Zheng
2012 — conf
Search Results Diversification Based on Swap Minimal Marginal Contribution.
CSWS
Hai-Tao Zheng, Shao-Zhou Bai, Shu-Tao Xia, Yong Jiang, Hui-Qiu Li
2012 J jnl
Towards group behavioral reason mining.
Expert Syst. Appl.
Hai-Tao Zheng, Yong Jiang
2011 — conf
A Lightweight Ontology Learning Method for Chinese Government Documents.
ICONIP (2)
Xing Zhao, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia
2011 J jnl
Affiliation disambiguation for constructing semantic digital libraries.
J. Assoc. Inf. Sci. Technol.
Yong Jiang, Hai-Tao Zheng, Xinmin Wang, Binggan Lu, Kaihua Wu
2011 — conf
An Adaptive Approach to Chinese Semantic Advertising.
ICONIP (2)
Jin-Yuan Chen, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia
2011 — conf
PatentRank: An Ontology-based Approach to Patent Search.
ICONIP (2)
Ming Li, Hai-Tao Zheng, Yong Jiang, Shu-Tao Xia
2010 J jnl
A knowledge-driven approach to biomedical document conceptualization.
Artif. Intell. Medicine
Hai-Tao Zheng, Charles Borchert, Yong Jiang
2010 J jnl
GOClonto: An ontological clustering approach for conceptualizing PubMed abstracts.
J. Biomed. Informatics
Hai-Tao Zheng, Charles Borchert, Hong-Gee Kim
2009 J jnl
Exploiting corpus-related ontologies for conceptualizing document corpora.
J. Assoc. Inf. Sci. Technol.
Hai-Tao Zheng, Charles Borchert, Hong-Gee Kim
2009 J jnl
Exploiting noun phrases and semantic relationships for text document clustering.
Inf. Sci.
Hai-Tao Zheng, Bo-Yeong Kang, Hong-Gee Kim
2009 — conf
IP-Explorer: A Semantic Web Based Intellectual Property Knowledge Base and Trading Platform.
ASWC
Lei Zhang, Hugh Glaser, Hai-Tao Zheng, Ian Millard
2008 — conf
A Concept-Driven Automatic Ontology Generation Approach for Conceptualization of Document Corpora.
Web Intelligence
Hai-Tao Zheng, Charles Borchert, Hong-Gee Kim
2008 — conf
An Ontology-Based Bayesian Network Approach for Representing Uncertainty in Clinical Practice Guidelines.
URSW (LNCS Vol.)
Hai-Tao Zheng, Bo-Yeong Kang, Hong-Gee Kim
2008 J jnl
An ontology-based approach to learnable focused crawling.
Inf. Sci.
Hai-Tao Zheng, Bo-Yeong Kang, Hong-Gee Kim
2008 — conf
Exploiting Gene Ontology to Conceptualize Biomedical Document Collections.
ASWC
Hai-Tao Zheng, Charles Borchert, Hong-Gee Kim
2008 — conf
Learnable Focused Crawling Based on Ontology.
AIRS
Hai-Tao Zheng, Bo-Yeong Kang, Hong-Gee Kim
2007 — conf
An Ontology-based Bayesian Network Approach for Representing Uncertainty in Clinical Practice Guidelines.
URSW
Hai-Tao Zheng, Bo-Yeong Kang, Hong-Gee Kim
2006 — conf
A Semantic Annotation Tool to Extract Instances from Korean Web Documents.
SAAW@ISWC
Hai-Tao Zheng, Bo-Yeong Kang, Sang-Ok Koo, Hee-Chul Choi, Kwang-Sub Kim, Hong-Gee Kim