Huiqiang Jiang
21 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (47) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
🤝
Dynamic Duo
(15)
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Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(101)
Top co-authors
Research topics
Machine Learning
(17)
Artificial Intelligence
(13)
Core AI
(13)
Application Areas
(12)
Deep Learning
(11)
Natural Language Processing
(9)
Learning Types · Machine Learning
(8)
Optimization & Theory · Deep Learning
(7)
Resources & Methods
(6)
Techniques
(5)
Speech & Audio
(3)
Architectures
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Recognition
(3)
Keywords
large language model
(6)
prompt compression
(6)
long context
(4)
knowledge distillation
(3)
inference optimization
(3)
named entity recognition
(3)
model compression
(3)
sparse attention
(3)
cross-lingual transfer
(2)
in-context learning
(2)
position bia
(2)
language model
(2)
token classification
(2)
inference acceleration
(2)
prompt engineering
(1)
few-shot learning
(1)
vision transformer
(1)
contrastive learning
(1)
attention mechanism
(1)
automatic speech recognition
(1)
Papers
VecAttention: Vector-wise Sparse Attention for Accelerating Long Context Inference
CVPR 2026
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
EMNLP 2025
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel
ACL 2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
ICLR 2025
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
ACL 2025
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
ACL 2024
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
ACL 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NeurIPS 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation
EMNLP 2024
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
Interspeech 2023
Attentive Mask CLIP
ICCV 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition
ACL 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
ICCV 2023
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training
Interspeech 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
EMNLP 2023
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text
ACL 2023
Decomposed Meta-Learning for Few-Shot Named Entity Recognition
ACL 2022
Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech
Interspeech 2022
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
ACL 2021