Jun Huang

71 papers · 2017–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (10) 🤝 Dynamic Duo (48) 🔬 Deep Specialist (12) 🏆 Keyword Champion (6) ⚡ Prolific Year (11) 💎 Century Club (68) 🔥 Unstoppable (6) 🗃️ Keyword Collector (317)

Conferences

EMNLP (17) ACL (13) AAAI (11) IJCAI (9) CVPR (6) COLING (4) ICCV (3) IJCNLP (2) NSDI (2) ICLR (1) ICML (1) INTERSPEECH (1) NAACL (1)

Top co-authors

Chengyu Wang (49) Minghui Qiu (17) Xiaofeng He (10) Taolin Zhang (9) Ming Gao (8) Jianing Wang (8) LianWen Jin (8) Bingyan Liu (6) Junbing Yan (6) Jiapeng Wang (5)

Research topics

Computer Vision (1)

Keywords

large language model (12) knowledge distillation (12) model compression (9) diffusion model (8) transfer learning (8) few-shot learning (8) contrastive learning (7) text-to-image synthesis (6) domain adaptation (5) language model (5) reinforcement learning (5) video generation (4) knowledge graph (4) parameter-efficient fine-tuning (3) pre-trained language model (3) object detection (3) language model compression (3) image generation (3) text classification (3) knowledge base (3)

Papers

Consensus-Driven Multi-Agent Cognitive Reasoning for Enhancing the Emotional Intelligence of Large Language Models AAAI 2026

Probabilistic Deformation Consistency for Unsupervised Shape Matching AAAI 2026

Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration AAAI 2026

Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025

Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025

DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025

Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis CVPR 2025

MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting CVPR 2025

Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective ICLR 2025

Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models EMNLP 2025

Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025

Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025

Efficient Inter-Operator Scheduling for Concurrent Recommendation Model Inference on GPU IJCAI 2025

FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending IJCAI 2025

Multimodal Image Matching Based on Cross-Modality Completion Pre-training IJCAI 2025

AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing IJCAI 2025

DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025

LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025

Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024

Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening IJCAI 2024

Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models IJCAI 2024

M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024

On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024

PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud ACL 2024

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024

DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation ACL 2024

AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024

TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models COLING 2024

Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing CVPR 2024

DISTMM: Accelerating Distributed Multimodal Model Training NSDI 2024

M2SD:Multiple Mixing Self-Distillation for Few-Shot Class-Incremental Learning AAAI 2024

VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024

Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024

Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023

Fingerprinting Deep Image Restoration Models ICCV 2023

Detection Transformer with Stable Matching ICCV 2023

Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed ACL 2023

Scale-Aware Modulation Meet Transformer ICCV 2023

Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023

Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension EMNLP 2023

Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023

From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023

SLAMB: Accelerated Large Batch Training with Sparse Communication ICML 2023

BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis EMNLP 2023

FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph ACL 2023

CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023

DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022

SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022

EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022

Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022

ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022

From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022

KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022

Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021

KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021

EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition AAAI 2021

Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 2021

Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources ACL 2021

TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021

Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021

Reinforced History Backtracking for Conversational Question Answering AAAI 2021

Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources IJCNLP 2021

Weakly Supervised Construction of ASR Systems from Massive Video Data INTERSPEECH 2021

EarFisher: Detecting Wireless Eavesdroppers by Stimulating and Sensing Memory EMR NSDI 2021

AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search IJCAI 2020

Discovering Latent Class Labels for Multi-Label Learning IJCAI 2020

Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020

SwapText: Image Based Texts Transfer in Scenes CVPR 2020

Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ACL 2018

AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine ACL 2017