Lili Qiu
25 papers · 2021–2026 · 12 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(23)
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Grand Slam
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Deep Specialist
(11)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(122)
Venues
Top co-authors
Research topics
Machine Learning
(19)
Artificial Intelligence
(17)
Core AI
(17)
Application Areas
(12)
Deep Learning
(10)
Natural Language Processing
(6)
Learning Types
(6)
Optimization & Theory Β· Deep Learning
(4)
Resources & Methods
(4)
Techniques
(4)
Speech & Audio
(3)
Architectures
(3)
Models
(3)
Optimization & Theory Β· Machine Learning
(3)
Recognition
(3)
Keywords
large language model
(5)
prompt compression
(5)
long context
(4)
inference optimization
(4)
in-context learning
(3)
model compression
(3)
transfer learning
(2)
sparse attention
(2)
retrieval-augmented generation
(2)
contrastive learning
(2)
inference acceleration
(2)
vision-language model
(2)
position bia
(2)
efficient computing
(1)
spatio-temporal modeling
(1)
automatic speech recognition
(1)
image editing
(1)
question answering
(1)
video understanding
(1)
signal-to-noise ratio
(1)
Papers
AVA: Towards Agentic Video Analytics with Vision Language Models
NSDI 2026
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
AAAI 2026
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
AAAI 2026
Region-Adaptive Sampling for Diffusion Transformers
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
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
LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
EMNLP 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NeurIPS 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
OSDI 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation
EMNLP 2024
Unified Medical Image Pre-training in Language-Guided Common Semantic Space
ECCV 2024
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
Interspeech 2023
Acoustic Sensing and Communication Using Metasurface
NSDI 2023
Attentive Mask CLIP
ICCV 2023
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training
Interspeech 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
NeurIPS 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
EMNLP 2023
Optimizing Dynamic Neural Networks with Brainstorm
OSDI 2023
Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech
Interspeech 2022
MAVL: Multiresolution Analysis of Voice Localization
NSDI 2021