Sifan Zhou
11 papers · 2024–2026 · 5 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
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
🗃️
Keyword Collector
(53)
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Deep Learning
(5)
Core AI
(5)
Domain-Specific
(5)
Analysis
(3)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Techniques
(2)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
model compression
(3)
post-training quantization
(3)
3d object detection
(3)
quantization
(2)
autonomous driving
(2)
model quantization
(2)
information bottleneck
(1)
low-rank approximation
(1)
transfer learning
(1)
scene graph
(1)
lidar point cloud
(1)
state estimation
(1)
dynamic routing
(1)
state space model
(1)
sparse activation
(1)
low-rank adaptation
(1)
foundation model
(1)
edge computing
(1)
test-time adaptation
(1)
neural network compression
(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
Yo'City: Personalized and Boundless 3D Realistic City Scene Generation via Self-Critic Expansion
CVPR 2026
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
ACL 2025
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
ICLR 2025
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
ICML 2025
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
ICLR 2025
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram
CVPR 2025
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
ICML 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