Lili Qiu
23 papers · 2021–2026 · 11 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(10)
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Renaissance Researcher
(6)
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Dynamic Duo
(19)
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(2)
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Unstoppable
(5)
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Century Club
(21)
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Keyword Collector
(98)
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Prolific Year
(7)
Conferences
EMNLP (4)
ACL (3)
INTERSPEECH (3)
AAAI (2)
ICLR (2)
NIPS (2)
NSDI (2)
OSDI (2)
ECCV (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
large language model
(5)
inference optimization
(3)
in-context learning
(3)
prompt compression
(3)
model compression
(3)
transfer learning
(2)
position bia
(2)
long context
(2)
inference acceleration
(2)
contrastive learning
(2)
multimodal learning
(1)
cross-modal representation
(1)
token classification
(1)
signal-to-noise ratio
(1)
clinical speech analysis
(1)
prompt engineering
(1)
efficient computing
(1)
hidden state
(1)
automatic speech recognition
(1)
diffusion model
(1)
Papers
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
AAAI 2026
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
AAAI 2026
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel
ACL 2025
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
EMNLP 2025
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
ICLR 2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
Position Engineering: Boosting Large Language Models through Positional Information Manipulation
EMNLP 2024
LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
EMNLP 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
OSDI 2024
Unified Medical Image Pre-training in Language-Guided Common Semantic Space
ECCV 2024
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
ACL 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
ACL 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NIPS 2024
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
EMNLP 2023
Attentive Mask CLIP
ICCV 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
NIPS 2023
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training
INTERSPEECH 2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
INTERSPEECH 2023
Acoustic Sensing and Communication Using Metasurface
NSDI 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