Yi Huang

C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation AAAI 2026 Cognitive Alpha Mining via LLM-Driven Code-Based Evolution ACL 2026 Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning AAAI 2026 TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models AAAI 2026 Thinking Alignment of Scenario-Oriented User Simulation ACL 2026 VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning CVPR 2026 WPT: World-to-Policy Transfer via Online World Model Distillation CVPR 2026 CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds NAACL 2025 DIVE: Taming DINO for Subject-Driven Video Editing ICCV 2025 Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing WACV 2025 Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025 From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM COLING 2025 HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss ICCV 2025 Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks Interspeech 2025 Palette of Language Models: A Solver for Controlled Text Generation NAACL 2025 VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025 CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024 Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense ECCV 2024 Leveraging Imperfect Restoration for Data Availability Attack ECCV 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 MagicEraser: Erasing Any Objects via Semantics-Aware Control ECCV 2024 MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections ECCV 2024 VDPF: Enhancing DVT Staging Performance Using a Global-Local Feature Fusion Network MICCAI 2024 Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision Interspeech 2023 Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ACL 2023 Multi-Action Dialog Policy Learning from Logged User Feedback AAAI 2023 UVCGAN: UNet Vision Transformer Cycle-Consistent GAN for Unpaired Image-to-Image Translation WACV 2023 A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022 AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation IJCAI 2022 CMCC: A Comprehensive and Large-Scale Human-Human Dataset for Dialogue Systems EMNLP 2022 Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning AAAI 2022 Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022 Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022 Information Extraction and Human-Robot Dialogue towards Real-life Tasks A Baseline Study with the MobileCS Dataset EMNLP 2022 PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022 State-Aware Adversarial Training for Utterance-Level Dialogue Generation EMNLP 2022 “Think Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs IJCAI 2022 Transferable Adversarial Attack based on Integrated Gradients ICLR 2022 Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution EMNLP 2021 Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021 Learning to Check Contract Inconsistencies AAAI 2021 Meta-Reinforced Multi-Domain State Generator for Dialogue Systems ACL 2020 New Threats against Object Detector with Non-local Block ECCV 2020 Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning EMNLP 2020 Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019 Training-Time Optimization of a Budgeted Booster IJCAI 2015