Ting Cao
10 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (13) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24) π Renaissance Researcher (5)
π
Conference Polyglot
(6)
π
Keyword Champion
(2)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
ACL (3)
ICCV (3)
EMNLP (1)
INTERSPEECH (1)
NSDI (1)
OSDI (1)
Top co-authors
Keywords
model compression
(7)
large language model
(5)
neural architecture search
(3)
weight quantization
(3)
knowledge distillation
(2)
model quantization
(2)
hardware acceleration
(2)
efficient inference
(2)
latency optimization
(2)
hardware-aware optimization
(2)
inference optimization
(2)
deep neural network
(1)
state-space model
(1)
variational autoencoder
(1)
second-order optimization
(1)
real-time processing
(1)
vector quantization
(1)
transfer learning
(1)
inference acceleration
(1)
edge computing
(1)
Papers
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
ACL 2025
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
ICCV 2025
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
EMNLP 2024
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
ACL 2024
AFPQ: Asymmetric Floating Point Quantization for LLMs
ACL 2024
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search
NSDI 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
OSDI 2024
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
INTERSPEECH 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
ICCV 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference
ICCV 2023