← Authors

Yongfeng Huang

70 papers · 2016–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (13) 🀝 Dynamic Duo (43) πŸ”¬ Deep Specialist (13) πŸ† Keyword Champion (3) 🧬 Topic Evolution πŸ’Ž Century Club (67) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (254) πŸ”₯ Unstoppable (10) ❓ The Questioner (3)

Conferences

ACL (16) EMNLP (14) IJCNLP (10) AAAI (8) SEMEVAL (6) IJCAI (5) NAACL (4) AACL (3) COLING (2) ACML (1) NIPS (1)

Top co-authors

Chuhan Wu (43) Fangzhao Wu (42) Tao Qi (31) Xing Xie (18) Sixing Wu (8) Suyu Ge (7) Zhigang Yuan (7) Yubo Chen (7) Peiru Yang (5) Junxin Liu (5)

Research topics

Reasoning (1) Differential Privacy (1) Privacy (1)

Keywords

news recommendation (19) user modeling (10) attention mechanism (7) user embedding (6) convolutional neural network (6) federated learning (5) multi-view learning (5) user representation (5) graph neural network (5) transfer learning (4) named entity recognition (4) representation learning (4) pre-trained language model (4) long short-term memory (4) large language model (4) text classification (4) differential privacy (3) information retrieval (3) multi-task learning (3) adversarial learning (3)

Papers

ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases AAAI 2026
OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making AAAI 2026
MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems AAAI 2026
Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel ACL 2025
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses AACL 2025
Training with β€œParaphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025
Retrieval-Augmented Generation with Hierarchical Knowledge EMNLP 2025
KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024
Towards the Robustness of Differentially Private Federated Learning AAAI 2024
RedditEM: Unveiling Diachronic Semantic Shifts in Social Network Discourse ACML 2024
FedSampling: A Better Sampling Strategy for Federated Learning IJCAI 2023
Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023
MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL 2023
CLEVA: Chinese Language Models EVAluation Platform EMNLP 2023
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better ACL 2022
Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022
Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ACL 2022
Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning NIPS 2022
RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning EMNLP 2022
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
Fairness-aware News Recommendation with Decomposed Adversarial Learning AAAI 2021
Distribution Matching for Rationalization AAAI 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling ACL 2021
Provably Secure Generative Linguistic Steganography ACL 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers ACL 2021
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving EMNLP 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021
User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation IJCAI 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation IJCNLP 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity IJCNLP 2021
Provably Secure Generative Linguistic Steganography IJCNLP 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers IJCNLP 2021
DA-Transformer: Distance-aware Transformer NAACL 2021
Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network NAACL 2021
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020
Attentive Pooling with Learnable Norms for Text Representation ACL 2020
User Modeling with Click Preference and Reading Satisfaction for News Recommendation IJCAI 2020
Privacy-Preserving News Recommendation Model Learning EMNLP 2020
SentiRec: Sentiment Diversity-aware Neural News Recommendation AACL 2020
Named Entity Recognition in Multi-level Contexts AACL 2020
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019
THU_NGN at SemEval-2019 Task 12: Toponym Detection and Disambiguation on Scientific Papers SEMEVAL 2019
Neural News Recommendation with Attentive Multi-View Learning IJCAI 2019
Neural News Recommendation with Topic-Aware News Representation ACL 2019
Neural News Recommendation with Heterogeneous User Behavior IJCNLP 2019
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network IJCNLP 2019
Neural News Recommendation with Multi-Head Self-Attention IJCNLP 2019
THU_NGN at SemEval-2019 Task 3: Dialog Emotion Classification using Attentional LSTM-CNN SEMEVAL 2019
Hierarchical User and Item Representation with Three-Tier Attention for Recommendation NAACL 2019
Neural News Recommendation with Multi-Head Self-Attention EMNLP 2019
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019
Neural News Recommendation with Heterogeneous User Behavior EMNLP 2019
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning SEMEVAL 2018
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SEMEVAL 2018
THU_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model SEMEVAL 2018
THU_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction SEMEVAL 2018
Neural Metaphor Detecting with CNN-LSTM Model NAACL 2018
Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention EMNLP 2018
THU_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM IJCNLP 2017
Active Sentiment Domain Adaptation ACL 2017
Sentiment Domain Adaptation with Multiple Sources ACL 2016