Yi Huang

41 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (82) 🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (19) 🗃️ Keyword Collector (161) ⚡ Prolific Year (11) 🚀 Conference Pioneer 📈 Trend Setter 💎 Century Club (38) 🔥 Unstoppable (7) ❓ The Questioner

Conferences

EMNLP (9) AAAI (7) ECCV (5) ACL (4) IJCAI (4) COLING (3) ICCV (2) NAACL (2) WACV (2) ICLR (1) INTERSPEECH (1) MICCAI (1)

Top co-authors

Junlan Feng (19) Xiaoting Wu (7) Zhijian Ou (5) Jianzhuang Liu (5) Zhe Yang (4) Chao Deng (4) Pinghui Wang (3) Junzhou Zhao (3) Hong Liu (3) Xiaoyu Du (3)

Keywords

reinforcement learning (4) dialogue state tracking (4) dialogue system (4) semi-supervised learning (4) task-oriented dialog (4) diffusion model (3) task-oriented dialogue (3) knowledge graph (3) multi-domain dialogue (2) few-shot learning (2) knowledge retrieval (2) vision transformer (2) text classification (2) representation learning (2) energy-based model (2) dialogue generation (2) attention mechanism (2) relation extraction (2) entity extraction (2) controlled text generation (2)

Papers

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

C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation AAAI 2026

VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025

Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025

CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds NAACL 2025

HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss ICCV 2025

DIVE: Taming DINO for Subject-Driven Video Editing ICCV 2025

From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM COLING 2025

Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing WACV 2025

Palette of Language Models: A Solver for Controlled Text Generation NAACL 2025

Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense ECCV 2024

MagicEraser: Erasing Any Objects via Semantics-Aware Control ECCV 2024

MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections ECCV 2024

Leveraging Imperfect Restoration for Data Availability Attack ECCV 2024

CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024

LLM as a metric critic for low resource relation identification EMNLP 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

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

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ACL 2023

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022

“Think Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs IJCAI 2022

Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning AAAI 2022

AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation IJCAI 2022

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022

Transferable Adversarial Attack based on Integrated Gradients ICLR 2022

CMCC: A Comprehensive and Large-Scale Human-Human Dataset for Dialogue Systems EMNLP 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

State-Aware Adversarial Training for Utterance-Level Dialogue Generation EMNLP 2022

Information Extraction and Human-Robot Dialogue towards Real-life Tasks A Baseline Study with the MobileCS Dataset EMNLP 2022

Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution EMNLP 2021

Learning to Check Contract Inconsistencies AAAI 2021

Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021

New Threats against Object Detector with Non-local Block ECCV 2020

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems ACL 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