Ying Shen

203 papers A* 33A 7B 9C 1Misc 5Journal 114Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems.
ACM Comput. Surv.
Zihao Yi, Jiarui Ouyang, Zhe Xu, Yuwen Liu, Tianhao Liao, Haohao Luo, Ying Shen
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
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment.
CoRR
Delong Zeng, Yuexiang Xie, Yaliang Li, Ying Shen
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
InScope: A new real-world 3D infrastructure-side collaborative perception dataset for open traffic scenarios.
Inf. Fusion
Xiaofei Zhang, Yining Li, Jinping Wang, Xiangyi Qin, Ying Shen, Zhengping Fan, Xiaojun Tan
2026 J jnl
IntentRL: Training Proactive User-intent Agents for Open-ended Deep Research via Reinforcement Learning.
CoRR
Haohao Luo, Zexi Li, Yuexiang Xie, Wenhao Zhang, Yaliang Li, Ying Shen
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
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities.
CoRR
Jiayi Kuang, Haojing Huang, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen, Philip S. Yu
2025 J jnl
Attention Basin: Why Contextual Position Matters in Large Language Models.
CoRR
Zihao Yi, Delong Zeng, Zhenqing Ling, Haohao Luo, Zhe Xu, Wei Liu, Jian Luan, Wanxia Cao, Ying Shen
2025 — conf
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking.
ACL (1)
Haohao Luo, Jiayi Kuang, Wei Liu, Ying Shen, Jian Luan, Yang Deng
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
DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?
CoRR
Qirui Jiao, Daoyuan Chen, Yilun Huang, Xika Lin, Ying Shen, Yaliang Li
2025 J jnl
Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data.
CoRR
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen
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 B conf
Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing.
COLING
Zhenqing Ling, Yuexiang Xie, Chenhe Dong, Ying Shen
2025 — conf
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment.
ACL (1)
Delong Zeng, Yuexiang Xie, Yaliang Li, Ying Shen
2025 — conf
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
ACL (Findings)
Jiayi Kuang, Yinghui Li, Chen Wang, Haohao Luo, Ying Shen, Wenhao Jiang
2025 A* conf
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models.
CVPR
Qirui Jiao, Daoyuan Chen, Yilun Huang, Bolin Ding, Yaliang Li, Ying Shen
2025 Misc conf
Intent-driven In-context Learning for Few-shot Dialogue State Tracking.
ICASSP
Zihao Yi, Zhe Xu, Ying Shen
2025 J jnl
LTCR: Long-Text Chinese Rumor detection dataset.
Neural Comput. Appl.
Ziyang Ma, Mengsha Liu, Guian Fang, Ying Shen
2025 J jnl
MAEMOT: Pretrained MAE-Based Antiocclusion 3-D Multiobject Tracking for Autonomous Driving.
IEEE Trans. Neural Networks Learn. Syst.
Xiaofei Zhang, Zhengping Fan, Ying Shen, Yining Li, Yasong An, Xiaojun Tan
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
MindGYM: Enhancing Vision-Language Models via Synthetic Self-Challenging Questions.
CoRR
Zhe Xu, Daoyuan Chen, Zhenqing Ling, Yaliang Li, Ying Shen
2025 J jnl
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey.
ACM Comput. Surv.
Jiayi Kuang, Ying Shen, Jingyou Xie, Haohao Luo, Zhe Xu, Ronghao Li, Yinghui Li, Xianfeng Cheng, Xika Lin, Yu Han
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 J jnl
Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents.
CoRR
Jiayi Kuang, Yinghui Li, Xin Zhang, Yangning Li, Di Yin, Xing Sun, Ying Shen, Philip S. Yu
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 A* conf
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model.
ICLR
Yue Zhang, Zhiyang Xu, Ying Shen, Parisa Kordjamshidi, Lifu Huang
2025 A* conf
Zero-Shot Image Captioning with Multi-type Entity Representations.
AAAI
Delong Zeng, Ying Shen, Man Lin, Zihao Yi, Jiarui Ouyang
2024 J jnl
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers.
ACM Comput. Surv.
Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu
2024 J jnl
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems.
CoRR
Zihao Yi, Jiarui Ouyang, Yuwen Liu, Tianhao Liao, Zhe Xu, Ying Shen
2024 J jnl
A Unified Framework for Contextual and Factoid Question Generation.
IEEE Trans. Knowl. Data Eng.
Chenhe Dong, Ying Shen, Shiyang Lin, Zhenzhou Lin, Yang Deng
2024 J jnl
CEPTNER: Contrastive learning Enhanced Prototypical network for Two-stage few-shot Named Entity Recognition.
Knowl. Based Syst.
Enze Zha, De-Long Zeng, Man Lin, Ying Shen
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
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation.
ACL (1)
Haohao Luo, Yang Deng, Ying Shen, See-Kiong Ng, Tat-Seng Chua
2024 — conf
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization.
LREC/COLING
Mengsha Liu, Daoyuan Chen, Yaliang Li, Guian Fang, Ying Shen
2024 J jnl
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization.
CoRR
Mengsha Liu, Daoyuan Chen, Yaliang Li, Guian Fang, Ying Shen
2024 A* conf
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation.
SIGIR
Zhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen
2024 J jnl
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation.
CoRR
Zhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen
2024 J jnl
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study.
CoRR
Qirui Jiao, Daoyuan Chen, Yilun Huang, Yaliang Li, Ying Shen
2024 — conf
Explore the Textual Perception Ability on the Images for Multimodal Large Language Models.
NLPCC (5)
Jiayi Kuang, Jiarui Ouyang, Ying Shen
2024 J jnl
FIT-graph: A multi-grained evolutionary graph based framework for disease diagnosis.
Artif. Intell. Medicine
Zizhu Liu, Qing Cao, Nan Du, Huizhen Shu, Erheng Zhong, Nan Jiang, Qiaoran Chen, Ying Shen, Kang Chen
2024 J jnl
FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval.
CoRR
Jingyou Xie, Jiayi Kuang, Zhenzhou Lin, Jiarui Ouyang, Zishuo Zhao, Ying Shen
2024 J jnl
HumanVBench: Exploring Human-Centric Video Understanding Capabilities of MLLMs with Synthetic Benchmark Data.
CoRR
Ting Zhou, Daoyuan Chen, Qirui Jiao, Bolin Ding, Yaliang Li, Ying Shen
2024 J jnl
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models.
CoRR
Qirui Jiao, Daoyuan Chen, Yilun Huang, Yaliang Li, Ying Shen
2024 J jnl
Improving Semi-Supervised Text Classification with Dual Meta-Learning.
ACM Trans. Inf. Syst.
Shujie Li, Guanghu Yuan, Min Yang, Ying Shen, Chengming Li, Ruifeng Xu, Xiaoyan Zhao
2024 J jnl
Intent-driven In-context Learning for Few-shot Dialogue State Tracking.
CoRR
Zihao Yi, Zhe Xu, Ying Shen
2024 — conf
MSIF: Multi-source Information Fusion for Financial Question Answering.
ICANN (9)
Man Lin, De-Long Zeng, Jiarui Ouyang, Ying Shen
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 J jnl
Multi-label text classification based on semantic-sensitive graph convolutional network.
Knowl. Based Syst.
De-Long Zeng, Enze Zha, Jiayi Kuang, Ying Shen
2024 — conf
Multimodal Instruction Tuning with Conditional Mixture of LoRA.
ACL (1)
Ying Shen, Zhiyang Xu, Qifan Wang, Yu Cheng, Wenpeng Yin, Lifu Huang
2024 J jnl
Multimodal Instruction Tuning with Conditional Mixture of LoRA.
CoRR
Ying Shen, Zhiyang Xu, Qifan Wang, Yu Cheng, Wenpeng Yin, Lifu Huang
2024 J jnl
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey.
CoRR
Jiayi Kuang, Jingyou Xie, Haohao Luo, Ronghao Li, Zhe Xu, Xianfeng Cheng, Yinghui Li, Xika Lin, Ying Shen
2024 J jnl
Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference.
IEEE Trans. Neural Networks Learn. Syst.
Yang Deng, Wenxuan Zhang, Weiwen Xu, Ying Shen, Wai Lam
2024 A* conf
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models.
KDD
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen
2024 J jnl
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models.
CoRR
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen
2024 J jnl
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models.
CoRR
Yue Zhang, Zhiyang Xu, Ying Shen, Parisa Kordjamshidi, Lifu Huang
2024 — conf
Source-free Domain Adaptation for Aspect-based Sentiment Analysis.
LREC/COLING
Zishuo Zhao, Ziyang Ma, Zhenzhou Lin, Jingyou Xie, Yinghui Li, Ying Shen
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
2023 J jnl
A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers.
CoRR
Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu
2023 J jnl
A Survey of Natural Language Generation.
ACM Comput. Surv.
Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang
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
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 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 J jnl
Counterfactual Debiasing for Generating Factually Consistent Text Summaries.
CoRR
Chenhe Dong, Yuexiang Xie, Yaliang Li, Ying Shen
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 A* conf
Hierarchical Type Enhanced Negative Sampling for Knowledge Graph Embedding.
SIGIR
Zhenzhou Lin, Zishuo Zhao, Jingyou Xie, Ying Shen
2023 J jnl
Hierarchical dual graph convolutional network for aspect-based sentiment analysis.
Knowl. Based Syst.
Ting Zhou, Ying Shen, Kang Chen, Qing Cao
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
LTCR: Long-Text Chinese Rumor Detection Dataset.
CoRR
Ziyang Ma, Mengsha Liu, Guian Fang, Ying Shen
2023 A conf
Multimodal Graph Learning for Cross-Modal Retrieval.
SDM
Jingyou Xie, Zishuo Zhao, Zhenzhou Lin, Ying Shen
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 Misc conf
Source-Free Unsupervised Domain Adaptation for Question Answering.
ICASSP
Zishuo Zhao, Yuexiang Xie, Jingyou Xie, Zhenzhou Lin, Yaliang Li, Ying Shen
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 — conf
Tunable Soft Prompts are Messengers in Federated Learning.
EMNLP (Findings)
Chenhe Dong, Yuexiang Xie, Bolin Ding, Ying Shen, Yaliang Li
2023 J jnl
Tunable Soft Prompts are Messengers in Federated Learning.
CoRR
Chenhe Dong, Yuexiang Xie, Bolin Ding, Ying Shen, Yaliang Li
2023 — conf
Unifying Text, Tables, and Images for Multimodal Question Answering.
EMNLP (Findings)
Haohao Luo, Ying Shen, Yang Deng
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 J jnl
ANGraph: attribute-interactive neighborhood-aggregative graph representation learning.
Neural Comput. Appl.
Ying Shen, Huizhi Li, Dagang Li, Jingwei Zheng, Wenmin Wang
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
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 J jnl
Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning.
CoRR
Chenhe Dong, Yuexiang Xie, Bolin Ding, Ying Shen, Yaliang Li
2022 J jnl
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge.
ACM Trans. Inf. Syst.
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen
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 — conf
Cross-perspective Graph Contrastive Learning.
KSEM (1)
Shiyang Lin, Chenhe Dong, Ying Shen
2022 B conf
Learning Purified Feature Representations from Task-irrelevant Labels.
IJCNN
Yinghui Li, Chen Wang, Yangning Li, Hai-Tao Zheng, Ying Shen
2022 — conf
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction.
EMNLP (Findings)
Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen
2022 J jnl
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction.
CoRR
Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen
2022 J jnl
Modeling path information for knowledge graph completion.
Neural Comput. Appl.
Ying Shen, Dagang Li, Nan Du
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
2021 J jnl
A Survey of Natural Language Generation.
CoRR
Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang
2021 A* conf
Abstractive Text Summarization with Hierarchical Multi-scale Abstraction Modeling and Dynamic Memory.
SIGIR
Lihan Wang, Min Yang, Chengming Li, Ying Shen, Ruifeng Xu
2021 J jnl
An Effective Hybrid Learning Model for Real-Time Event Summarization.
IEEE Trans. Neural Networks Learn. Syst.
Min Yang, Qiang Qu, Ying Shen, Zhou Zhao, Xiaojun Chen, Chengming Li
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 J jnl
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge.
CoRR
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen
2021 — conf
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking.
ACL/IJCNLP (2)
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang
2021 J jnl
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking.
CoRR
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang
2021 J jnl
FM-ECG: A fine-grained multi-label framework for ECG image classification.
Inf. Sci.
Nan Du, Qing Cao, Li Yu, Nathan Liu, Erheng Zhong, Zizhu Liu, Ying Shen, Kang Chen
2021 J jnl
Forecasting Stock Index Using a Volume-Aware Positional Attention-Based Recurrent Neural Network.
Int. J. Softw. Eng. Knowl. Eng.
Xinpeng Yu, Dagang Li, Ying Shen
2021 — conf
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression.
EMNLP (1)
Chenhe Dong, Yaliang Li, Ying Shen, Minghui Qiu
2021 J jnl
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression.
CoRR
Chenhe Dong, Yaliang Li, Ying Shen, Minghui Qiu
2021 J jnl
Hierarchical Human-Like Deep Neural Networks for Abstractive Text Summarization.
IEEE Trans. Neural Networks Learn. Syst.
Min Yang, Chengming Li, Ying Shen, Qingyao Wu, Zhou Zhao, Xiaojun Chen
2021 A* conf
Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning.
AAAI
Chunpu Xu, Min Yang, Chengming Li, Ying Shen, Xiang Ao, Ruifeng Xu
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
Multitask Learning and Reinforcement Learning for Personalized Dialog Generation: An Empirical Study.
IEEE Trans. Neural Networks Learn. Syst.
Min Yang, Weiyi Huang, Wenting Tu, Qiang Qu, Ying Shen, Kai Lei
2021 J jnl
Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification.
IEEE Trans. Affect. Comput.
Min Yang, Wenpeng Yin, Qiang Qu, Wenting Tu, Ying Shen, Xiaojun Chen
2021 J jnl
Practical fine-grained learning based anomaly classification for ECG image.
Artif. Intell. Medicine
Qing Cao, Nan Du, Li Yu, Ming Zuo, Jingsheng Lin, Nathan Liu, Erheng Zhong, Zizhu Liu, Qiaoran Chen, Ying Shen, Kang Chen
2021 A* conf
Prototypical Representation Learning for Relation Extraction.
ICLR
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Haitao Zheng, Rui Zhang
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 J jnl
Retrieval-enhanced adversarial training with dynamic memory-augmented attention for image paragraph captioning.
Knowl. Based Syst.
Chunpu Xu, Min Yang, Xiang Ao, Ying Shen, Ruifeng Xu, Jinwen Tian
2021 — conf
Wasserstein Selective Transfer Learning for Cross-domain Text Mining.
EMNLP (1)
Lingyun Feng, Minghui Qiu, Yaliang Li, Haitao Zheng, Ying Shen
2020 — conf
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training.
EMNLP (1)
Wanwei He, Min Yang, Rui Yan, Chengming Li, Ying Shen, Ruifeng Xu
2020 A conf
An Adaptive Embedding Framework for Heterogeneous Information Networks.
CIKM
Daoyuan Chen, Yaliang Li, Bolin Ding, Ying Shen
2020 J jnl
An Advanced Deep Generative Framework for Temporal Link Prediction in Dynamic Networks.
IEEE Trans. Cybern.
Min Yang, Junhao Liu, Lei Chen, Zhou Zhao, Xiaojun Chen, Ying Shen
2020 J jnl
An Ensemble of Generation- and Retrieval-Based Image Captioning With Dual Generator Generative Adversarial Network.
IEEE Trans. Image Process.
Min Yang, Junhao Liu, Ying Shen, Zhou Zhao, Xiaojun Chen, Qingyao Wu, Chengming Li
2020 B conf
Answer-driven Deep Question Generation based on Reinforcement Learning.
COLING
Liuyin Wang, Zihan Xu, Zibo Lin, Haitao Zheng, Ying Shen
2020 A* conf
Attentive User-Engaged Adversarial Neural Network for Community Question Answering.
AAAI
Yuexiang Xie, Ying Shen, Yaliang Li, Min Yang, Kai Lei
2020 A* conf
Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization.
AAAI
Min Yang, Chengming Li, Fei Sun, Zhou Zhao, Ying Shen, Chenglin Wu
2020 A* conf
Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization.
SIGIR
Yang Deng, Wenxuan Zhang, Yaliang Li, Min Yang, Wai Lam, Ying Shen
2020 J jnl
Cross-domain aspect/sentiment-aware abstractive review summarization by combining topic modeling and deep reinforcement learning.
Neural Comput. Appl.
Min Yang, Qiang Qu, Ying Shen, Kai Lei, Jia Zhu
2020 C conf
Decision Support System for Acupuncture Treatment of Ischemic Stroke.
ADMA
Ying Shen, Joël Colloc, Armelle Jacquet-Andrieu
2020 J jnl
Generative adversarial fusion network for class imbalance credit scoring.
Neural Comput. Appl.
Kai Lei, Yuexiang Xie, Shangru Zhong, Jingchao Dai, Min Yang, Ying Shen
2020 J jnl
Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering.
Neural Networks
Min Yang, Lei Chen, Ziyu Lyu, Junhao Liu, Ying Shen, Qingyao Wu
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 A* conf
Integrating Linguistic Knowledge to Sentence Paraphrase Generation.
AAAI
Zibo Lin, Ziran Li, Ning Ding, Haitao Zheng, Ying Shen, Wei Wang, Cong-Zhi Zhao
2020 B conf
Integrating User History into Heterogeneous Graph for Dialogue Act Recognition.
COLING
Dong Wang, Ziran Li, Haitao Zheng, Ying Shen
2020 A* conf
Interactive Dual Generative Adversarial Networks for Image Captioning.
AAAI
Junhao Liu, Kai Wang, Chunpu Xu, Zhou Zhao, Ruifeng Xu, Ying Shen, Min Yang
2020 A* conf
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering.
AAAI
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen
2020 Misc conf
Knowledge Enhanced Latent Relevance Mining for Question Answering.
ICASSP
Dong Wang, Ying Shen, Hai-Tao Zheng
2020 J jnl
Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training.
IEEE Trans. Cybern.
Wei Zhao, Benyou Wang, Min Yang, Jianbo Ye, Zhou Zhao, Xiaojun Chen, Ying Shen
2020 — conf
Medical Big Data Mining: Joint Symptom Name Recognition and Severity Estimation.
BIBM
Yang Deng, Dagang Li, Qiang Zhang, Ying Shen
2020 A* conf
Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference.
SIGIR
Min Yang, Ying Shen, Xiaojun Chen, Chengming Li
2020 J jnl
Path-based reasoning with constrained type attention for knowledge graph completion.
Neural Comput. Appl.
Kai Lei, Jin Zhang, Yuexiang Xie, Desi Wen, Daoyuan Chen, Min Yang, Ying Shen
2020 J jnl
Plausibility-promoting generative adversarial network for abstractive text summarization with multi-task constraint.
Inf. Sci.
Min Yang, Xintong Wang, Yao Lu, Jianming Lv, Ying Shen, Chengming Li
2020 A* conf
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents.
ACL
Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen
2020 J jnl
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents.
CoRR
Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen
2020 B conf
Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition.
COLING
Dongming Sheng, Dong Wang, Ying Shen, Haitao Zheng, Haozhuang Liu
2020 J jnl
Time-driven feature-aware jointly deep reinforcement learning for financial signal representation and algorithmic trading.
Expert Syst. Appl.
Kai Lei, Bing Zhang, Yu Li, Min Yang, Ying Shen
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 A* conf
A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset.
AAAI
Wenyu Du, Baocheng Li, Min Yang, Qiang Qu, Ying Shen
2019 J jnl
An in-depth study of similarity predicate committee.
Inf. Process. Manag.
Jia Zhu, Gabriel Pui Cheong Fung, Zeyang Lei, Min Yang, Ying Shen
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 — conf
Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge.
ACL (1)
Ziran Li, Ning Ding, Zhiyuan Liu, Haitao Zheng, Ying Shen
2019 J jnl
Contextual-boosted deep neural collaborative filtering model for interpretable recommendation.
Expert Syst. Appl.
Shuai Yu, Min Yang, Qiang Qu, Ying Shen
2019 A conf
Cross-modal Image-Text Retrieval with Multitask Learning.
CIKM
Junyu Luo, Ying Shen, Xiang Ao, Zhou Zhao, Min Yang
2019 Misc conf
De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models.
AMIA
Buzhou Tang, Dehuan Jiang, Qingcai Chen, Xiaolong Wang, Jun Yan, Ying Shen
2019 J jnl
Discovering author interest evolution in order-sensitive and Semantic-aware topic modeling.
Inf. Sci.
Min Yang, Qiang Qu, Xiaojun Chen, Wenting Tu, Ying Shen, Jia Zhu
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
Exploring Human-Like Reading Strategy for Abstractive Text Summarization.
AAAI
Min Yang, Qiang Qu, Wenting Tu, Ying Shen, Zhou Zhao, Xiaojun Chen
2019 — conf
Feature-Aware Attentive Convolutional Neural Network for Sequence Processing.
KSEM (2)
Jingchao Dai, Kaiqi Yuan, Yuexiang Xie, Ying Shen
2019 J jnl
Hierarchical human-like strategy for aspect-level sentiment classification with sentiment linguistic knowledge and reinforcement learning.
Neural Networks
Min Yang, Qingnan Jiang, Ying Shen, Qingyao Wu, Zhou Zhao, Wei Zhou
2019 J jnl
Investigating the transferring capability of capsule networks for text classification.
Neural Networks
Min Yang, Wei Zhao, Lei Chen, Qiang Qu, Zhou Zhao, Ying Shen
2019 J jnl
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering.
CoRR
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen
2019 J jnl
KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation.
J. Medical Syst.
Ying Shen, Kaiqi Yuan, Jingchao Dai, Buzhou Tang, Min Yang, Kai Lei
2019 J jnl
KMR: knowledge-oriented medicine representation learning for drug-drug interaction and similarity computation.
J. Cheminformatics
Ying Shen, Kaiqi Yuan, Min Yang, Buzhou Tang, Yaliang Li, Nan Du, Kai Lei
2019 A conf
Knowledge-aware Textual Entailment with Graph Attention Network.
CIKM
Daoyuan Chen, Yaliang Li, Min Yang, Hai-Tao Zheng, Ying Shen
2019 A* conf
Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning.
IJCAI
Min Yang, Lei Chen, Xiaojun Chen, Qingyao Wu, Wei Zhou, Ying Shen
2019 A* conf
Learning Document Embeddings with Crossword Prediction.
AAAI
Junyu Luo, Min Yang, Ying Shen, Qiang Qu, Haixia Chai
2019 J jnl
MARES: multitask learning algorithm for Web-scale real-time event summarization.
World Wide Web
Min Yang, Wenting Tu, Qiang Qu, Kai Lei, Xiaojun Chen, Jia Zhu, Ying Shen
2019 A conf
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data.
CIKM
Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei
2019 A* conf
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.
AAAI
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen
2019 A conf
Path-based Attribute-aware Representation Learning for Relation Prediction.
SDM
Ying Shen, Desi Wen, Yaliang Li, Nan Du, Haitao Zheng, Min Yang
2018 J jnl
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions.
CoRR
Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen
2018 J jnl
An enhanced computational feature selection method for medical synonym identification via bilingualism and multi-corpus training.
CoRR
Kai Lei, Shangchun Si, Desi Wen, Ying Shen
2018 J jnl
An event summarizing algorithm based on the timeline relevance model in Sina Weibo.
Sci. China Inf. Sci.
Kai Lei, Lizhu Zhang, Ying Liu, Ying Shen, Chenwei Liu, Qian Yu, WeiTao Weng
2018 J jnl
An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription.
Artif. Intell. Medicine
Ying Shen, Kaiqi Yuan, Daoyuan Chen, Joël Colloc, Min Yang, Yaliang Li, Kai Lei
2018 J jnl
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking.
CoRR
Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu
2018 B conf
Aspect and Sentiment Aware Abstractive Review Summarization.
COLING
Min Yang, Qiang Qu, Ying Shen, Qiao Liu, Wei Zhao, Jia Zhu
2018 J jnl
CBN: Constructing a clinical Bayesian network based on data from the electronic medical record.
J. Biomed. Informatics
Ying Shen, Lizhu Zhang, Jin Zhang, Min Yang, Buzhou Tang, Yaliang Li, Kai Lei
2018 J jnl
Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning.
CoRR
Ying Shen, Joël Colloc, Armelle Jacquet-Andrieu, Ziyi Guo, Yong Liu
2018 B conf
Cooperative Denoising for Distantly Supervised Relation Extraction.
COLING
Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen
2018 A conf
Cross-domain Aspect/Sentiment-aware Abstractive Review Summarization.
CIKM
Min Yang, Qiang Qu, Jia Zhu, Ying Shen, Zhou Zhao
2018 — conf
Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning.
BIBM
Ying Shen, Kaiqi Yuan, Yaliang Li, Buzhou Tang, Min Yang, Nan Du, Kai Lei
2018 J jnl
EAPB: entropy-aware path-based metric for ontology quality.
J. Biomed. Semant.
Ying Shen, Daoyuan Chen, Buzhou Tang, Min Yang, Kai Lei
2018 J jnl
Feature-enhanced attention network for target-dependent sentiment classification.
Neurocomputing
Min Yang, Qiang Qu, Xiaojun Chen, Chaoxue Guo, Ying Shen, Kai Lei
2018 J jnl
Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction.
IEEE Access
Ying Shen, Yaliang Li, Yang Deng, Jin Zhang, Min Yang, Jinsong Chen, Shangchun Si, Kai Lei
2018 — conf
IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy.
ICDM Workshops
Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei
2018 — conf
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding.
ICISA
Ying Shen, Qiang Zhang, Jin Zhang, Jiyue Huang, Yuming Lu, Kai Lei
2018 J jnl
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding.
CoRR
Ying Shen, Qiang Zhang, Jin Zhang, Jiyue Huang, Yuming Lu, Kai Lei
2018 B conf
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge.
COLING
Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei
2018 A* conf
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs.
SIGIR
Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei
2018 — conf
MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs.
KSEM (1)
Kai Lei, Kaiqi Yuan, Qiang Zhang, Ying Shen
2018 J jnl
MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs.
CoRR
Kai Lei, Kaiqi Yuan, Qiang Zhang, Ying Shen
2018 J jnl
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.
CoRR
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen
2018 A* conf
Ontology Evaluation with Path-based Text-aware Entropy Computation.
SIGIR
Ying Shen, Daoyuan Chen, Min Yang, Yaliang Li, Nan Du, Kai Lei
2018 — conf
Semantic Similarity Measures to Disambiguate Terms in Medical Text.
ICONIP (7)
Kai Lei, Jiyue Huang, Shangchun Si, Ying Shen
2018 J jnl
Understanding User Behavior in Sina Weibo Online Social Network: A Community Approach.
IEEE Access
Kai Lei, Ying Liu, Shangru Zhong, Yongbin Liu, Kuai Xu, Ying Shen, Min Yang
2018 J jnl
When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition.
CoRR
Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei
2017 — conf
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions.
SmartCom
Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen
2017 — conf
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking.
SmartCom
Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu
2017 — conf
Attention-Aware Path-Based Relation Extraction for Medical Knowledge Graph.
SmartCom
Desi Wen, Yong Liu, Kaiqi Yuan, Shangchun Si, Ying Shen
2017 — conf
Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning.
SmartCom
Ying Shen, Joël Colloc, Armelle Jacquet-Andrieu, Ziyi Guo, Yong Liu
2017 — conf
EPICE an emotion fuzzy vectorial space for time modeling in medical decision.
IML
Joël Colloc, Relwendé Aristide Yameogo, Peter F. Summons, Ying Shen, Mira Park, Janine E. Aronson
2017 — conf
Open Domain Question Answering with Character-Level Deep Learning Models.
ISCID (2)
Kai Lei, Yang Deng, Bing Zhang, Ying Shen
2015 J jnl
Emerging medical informatics with case-based reasoning for aiding clinical decision in multi-agent system.
J. Biomed. Informatics
Ying Shen, Joël Colloc, Armelle Jacquet-Andrieu, Kai Lei