Qing He

Controlling Large Language Models Through Concept Activation Vectors AAAI 2025 Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025 Gradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models ACL 2025 Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective ICLR 2024 Distillation with Explanations from Large Language Models COLING 2024 DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024 EFSA: Towards Event-Level Financial Sentiment Analysis ACL 2024 Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback AAAI 2024 Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023 Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective ICLR 2023 Direct Speech-to-Speech Translation With Discrete Units ACL 2022 Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement AAAI 2022 AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021 ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021 ConRPG: Paraphrase Generation using Contexts as Regularizer EMNLP 2021 Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation NeurIPS 2021 Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis ACL 2021 Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection AAAI 2021 PENS: A Dataset and Generic Framework for Personalized News Headline Generation ACL 2021 Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension EMNLP 2021 Transformer-Based Acoustic Modeling for Streaming Speech Synthesis Interspeech 2021 CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive Flow ACML 2020 Interactive Text-to-Speech System via Joint Style Analysis Interspeech 2020 Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion AAAI 2020 Trust the Model When It Is Confident: Masked Model-based Actor-Critic NeurIPS 2020 Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification AAAI 2019 Policy Optimization with Model-Based Explorations AAAI 2019 Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019 Unsupervised Neural Aspect Extraction with Sememes IJCAI 2019 Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention IJCAI 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel IJCAI 2017 An Adaptive Multi-Band System for Low Power Voice Command Recognition Interspeech 2016 Browsing Regularities in Hedonic Content Systems IJCAI 2016 Online Bayesian Max-Margin Subspace Multi-View Learning IJCAI 2016 Supervised Representation Learning: Transfer Learning with Deep Autoencoders IJCAI 2015 Concept Learning for Cross-Domain Text Classification: A General Probabilistic Framework IJCAI 2013