Hao He

When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents ACL 2026 AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital ACL 2026 Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026 CameraCtrl: Enabling Camera Control for Video Diffusion Models ICLR 2025 De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation CVPR 2025 Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models ICCV 2025 Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis AAAI 2024 Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control NIPS 2024 Contactless Oxygen Monitoring with Radio Waves and Gated Transformer MLHC 2023 ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction NIPS 2023 Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation NIPS 2023 Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation AAAI 2023 Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry AAAI 2023 MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning ACL 2023 Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks CVPR 2023 Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023 Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding EMNLP 2023 FedDAR: Federated Domain-Aware Representation Learning ICLR 2023 Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning ICLR 2023 Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation ICLR 2023 Taxonomy-Structured Domain Adaptation ICML 2023 Cochlear-implant Listeners Listening to Cochlear-implant Simulated Speech INTERSPEECH 2023 Addressing Feature Suppression in Unsupervised Visual Representations WACV 2023 To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022 Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate AAAI 2022 Graph-Relational Domain Adaptation ICLR 2022 Controlling Directions Orthogonal to a Classifier ICLR 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021 De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation IJCNLP 2021 PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation CVPR 2021 Synchronous Interactive Decoding for Multilingual Neural Machine Translation AAAI 2021 Enhanced Boundary Learning for Glass-Like Object Segmentation ICCV 2021 Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021 De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021 End-to-End Conversational Search for Online Shopping with Utterance Transfer EMNLP 2021 Continuously Indexed Domain Adaptation ICML 2020 Learning Compositional Koopman Operators for Model-Based Control ICLR 2020 Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020 A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation COLING 2020 Exploring Logically Dependent Multi-task Learning with Causal Inference EMNLP 2020 Modeling Content Importance for Summarization with Pre-trained Language Models EMNLP 2020 ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees ICLR 2019 Trust Region-Guided Proximal Policy Optimization NIPS 2019 Truly Proximal Policy Optimization UAI 2019 Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019 TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics IJCAI 2019 Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019 From Bayesian Sparsity to Gated Recurrent Nets NIPS 2017