Sifan Zhou
10 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (18)
π
Century Club
(10)
β‘
Prolific Year
(7)
Conferences
ICLR (3)
AAAI (2)
CVPR (2)
ICML (2)
ACL (1)
Top co-authors
Keywords
model quantization
(2)
3d object detection
(2)
autonomous driving
(2)
test-time adaptation
(1)
low-rank approximation
(1)
state estimation
(1)
foundation model
(1)
low-rank adaptation
(1)
edge computing
(1)
lidar point cloud
(1)
position embedding
(1)
token compression
(1)
integer arithmetic
(1)
spatial redundancy
(1)
large language model
(1)
inertial odometry
(1)
inertial positioning
(1)
imu odometry
(1)
point cloud tracking
(1)
pillar feature encoding
(1)
Papers
CompTrack: Information Bottleneck-Guided Low-Rank Dynamic Token Compression for Point Cloud Tracking
AAAI 2026
FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection
AAAI 2026
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram
CVPR 2025
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
ICLR 2025
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
ACL 2025
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
ICML 2025
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
ICML 2025
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
ICLR 2025
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics
CVPR 2025
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
ICLR 2024