代表性论文
(1) Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation, KDD, 2025, 第 8 作者 通讯作者(2) Towards S��-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation, AAAI, 2025, 第 8 作者(3) Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning, COLING, 2025, 第 4 作者 通讯作者(4) Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users, ICDE, 2025, 第 9 作者 通讯作者(5) Adaptive Data Augmentation for Aspect Sentiment Quad Prediction, ICASSP, 2024, 第 6 作者 通讯作者(6) Label-Aware Chinese Event Detection with Heterogeneous Graph Attention Network, JCST, 2024, 第 4 作者 通讯作者(7) IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment, ACM MM, 2024, 第 6 作者 通讯作者(8) Fine-Grained Features Alignment and Fusion for Text-Video Cross-Modal Retrieval, ICASSP, 2024, 第 5 作者 通讯作者(9) Cross-domain NER under a Divide-and-Transfer Paradigm, TOIS, 2024, 第 6 作者 通讯作者(10) Improving Accuracy and Generalizability via Multi-Modal Large Language Models Collaboration, IJCNN, 2024, 第 3 作者 通讯作者(11) LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion, ACL, 2024, 第 5 作者 通讯作者(12) MSKR: Advancing Multi-modal Structured Knowledge Representation with Synergistic Hard Negative Samples, CIKM, 2024, 第 3 作者 通讯作者(13) CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process, WSDM, 2024, 第 6 作者 通讯作者(14) Enhancing Multomodal Entity and Relation Extraction with Variational Information Bottleneck, TASLP, 2024, 第 6 作者 通讯作者(15) Label-Aware Chinese Event Detection with Heterogeneous Graph Attention Network, Label-Aware Chinese Event Detection with Heterogeneous Graph Attention Network, JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY, 2024, 第 4 作者 通讯作者(16) Exogenous and Endogenous Data Augmentation for Low-Resource Complex Named Entity Recognition, SIGIR, 2024, 第 5 作者 通讯作者(17) Exploring the Trade-Off within Visual Information for MultiModal Sentence Summarization, SIGIR, 2024, 第 6 作者 通讯作者(18) CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process, PROCEEDINGS OF THE 17TH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, WSDM 2024, 2024, 第 6 作者(19) NOISE-DISENTANGLED GRAPH CONTRASTIVE LEARNING VIA LOW-RANK AND SPARSE SUBSPACE DECOMPOSITION, ICASSP, 2024, 第 4 作者 通讯作者(20) NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time, ACL, 2024, 第 6 作者 通讯作者(21) Noise-Disentangled Graph Contrastive Learning via Low-Rank and Sparse Subspace Decomposition, ICASSP, 2024, 第 4 作者 通讯作者(22) 基于原型网络的中文分类模型对抗样本生成, Adversarial Sample Generation for Chinese Classification Model Based on Prototypical Network, 计算机工程, 2023, 第 5 作者(23) Learning Structural Co-occurrences for Structured Web Data Extraction in Low-Resource Setings, WWW, 2023, 第 2 作者(24) A Hyperbolic-Based Debiased Approach for Personalized News Recommendation, SIGIR, 2023, 第 4 作者(25) Enhancing Table Retrieval with Dual Graph Representations, ECML, 2023, 第 7 作者(26) Universal Information Extraction with Meta-Pretrained Self-Retrieval, ACL2023, 2023, 第 4 作者(27) Towards Universal Cross-Domain Recommendation, WSDM '23, 2023, 第 5 作者(28) Adapt-to-Learn Policy Network for Abstractive Multi-document Summarization, IJCNN, 2023, 第 4 作者(29) Representation and Labeling Gap Bridging for Cross-lingual Named Entity Recognition, SIGIR, 2023, 第 6 作者(30) Uncertain Relational Hypergraph Attention Networks for Document-Level Event Factuality Identification, ECAI, 2023, 第 7 作者(31) Representation and Labeling Gap Bridging for Cross-lingual Named Entity Recognition, SIGIR, 2023, 第 6 作者(32) Relation-Guided Few-Shot Relational Triple Extraction, SIGIR, 2022, 第 5 作者 通讯作者(33) Item Similarity Mining for Multi-Market Recommendation, SIGIR, 2022, 第 3 作者 通讯作者(34) Learning-to-Learn Agent Adaptation Policy for Abstractive Summarization, IJCNN, 2022, 第 2 作者(35) Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck, ICDE, 2022, 第 4 作者 通讯作者(36) Event Causality Extraction with Event Argument Correlations, COLING, 2022, 第 5 作者(37) Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph, ACL, 2022, 第 7 作者 通讯作者(38) Enhancing Pre-Trained Language Representations Based on Contrastive Learning for Unsupervised Keyphrase Extraction, SEKE, 2022, 第 6 作者 通讯作者(39) Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration, ACM MM, 2022, 第 4 作者 通讯作者(40) CorED: Incorporating Type-level and Instance-level Correlations for Fine-grained Event Detection, SIGIR, 2022, 第 7 作者(41) Multi-Interest Extraction Joint with Contrastive Learning for News Recommendation, ECML-PKDD, 2022, 第 4 作者(42) Document-Level Event Extraction via Human-Like Reading Process, ICASSP, 2022, 第 4 作者 通讯作者(43) Towards Generalized Open Information Extraction, Findings of EMNLP, 2022, 第 5 作者 通讯作者(44) Exploring Modular Task Decomposition in Cross-domain Named Entity Recognition, SIGIR, 2022, 第 4 作者 通讯作者(45) Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence, EMNLP, 2022, 第 5 作者(46) DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation, SIGIR, 2022, 第 5 作者 通讯作者(47) Contrastive Cross-Domain Sequential Recommendation, CIKM, 2022, 第 4 作者 通讯作者(48) Discontinuous Named Entity Recognition as Maximal Clique Discovery, ACL, 2021, 第 4 作者 通讯作者(49) Enhancing Deep Paraphrase Identification Via Leveraging Word Alignment Information, ICASSP, 2021, 第 2 作者 通讯作者(50) Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning, EMNLP2021, 2021, 第 3 作者 通讯作者(51) A Joint Learning Framework for the CCKS-2020 Financial Event Extraction Task, A Joint Learning Framework for the CCKS-2020 Financial Event Extraction Task, Data Intelligence, 2021, 第 8 作者(52) Few-Shot Event Detection with Prototypical Amortized Conditional Random Field, Findings of ACL, 2021, 第 4 作者 通讯作者(53) Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention, ACL, 2021, 第 4 作者 通讯作者(54) NA-Aware Machine Reading Comprehension for Document-Level Relation Extraction, ECML-PKDD, 2021, 第 4 作者 通讯作者(55) CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction, Findings of ACL, 2021, 第 7 作者(56) Deep Structural Point Process for Learning Temporal Interaction Networks, ECML-PKDD, 2021, 第 6 作者 通讯作者(57) Semi-Open Information Extraction, WWW, 2021, 第 4 作者 通讯作者(58) From What to Why: Improving Relation Extraction with Rationale Graph, Findings of ACL, 2021, 第 5 作者 通讯作者(59) SEPC: Improving Joint Extraction of Entities and Relations by Strengthening Entity Pairs Connection, PAKDD, 2021, 第 3 作者 通讯作者(60) FITAnnotator: A Flexible and Intelligent Text Annotation System (Demo Paper), NAACL, 2021, 第 4 作者 通讯作者(61) Heterogeneous Graph Neural Networks for Query-focused Summarization, SDM, 2021, 第 2 作者(62) Maximal Clique Based Non-Autoregressive Open Information Extraction, EMNLP, 2021, 第 3 作者 通讯作者(63) Label Noise Robust Curriculum for Deep Paraphrase Identification, International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 2020, 第 2 作者 通讯作者(64) A Compare-Aggregate Model with External Knowledge for Query-focused Summarization, WISE, 2020, 第 2 作者 通讯作者(65) Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction, COLING, 2020, 第 4 作者 通讯作者(66) Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction, AAAI, 2020, 第 4 作者 通讯作者(67) SLGAT: Soft Labels Guided Graph Attention Networks, PAKDD, 2020, 第 3 作者 通讯作者(68) Document-level Relation Extraction with Dual-tier Heterogeneous Graph, COLING, 2020, 第 4 作者 通讯作者(69) Porous Lattice-based Transformer Encoder for Chinese NER, 2020, 第 3 作者 通讯作者(70) TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking, COLING, 2020, 第 4 作者(71) Aspect Level Sentiment Classification with Unbiased Attention and Target Enhanced Representations, SAC, 2020, 第 2 作者(72) Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering, ECML-PKDD, 2020, 第 3 作者 通讯作者(73) Bipartite Graph Embedding via Mutual Information Maximization, WSDM, 2020, 第 5 作者 通讯作者(74) Fine-grained Semantics-aware Heterogeneous Graph Neural Networks, WISE, 2020, 第 3 作者 通讯作者(75) DRG2vec: Learning Word Representations from Definition Relational Graph, International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 2020, 第 4 作者 通讯作者(76) Joint Entity Linking and Relation Extraction with Neural Networks for Knowledge Base Population, IJCNN, 2020, 第 3 作者 通讯作者(77) BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite Graph, International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 2020, 第 5 作者 通讯作者(78) Adaptive Attentional Network for Few-Shot Knowledge Graph Completion, EMNLP, 2020, 第 6 作者(79) Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation, Findings of EMNLP, 2020, 第 3 作者 通讯作者(80) Coarse-to-Fine Pre-training for Named Entity Recognition, EMNLP, 2020, 第 4 作者 通讯作者(81) Beyond Word Attention: Using Segment Attention in Neural Relation Extraction, IJCAI, 2019, 第 3 作者 通讯作者(82) ICNet: Incorporating Indicator Words and Contexts to Identify Functional Description Information, International Joint Conference on Neural Networks (IJCNN), 2019, 第 4 作者 通讯作者(83) Revising Attention with Position for Aspect-Level Sentiment Classification, ICANN, 2019, 第 2 作者 通讯作者(84) Towards Misdirected Email Detection Based on Multi-attributes, 2015 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2015, 第 5 作者