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Xinjian Li
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Xinjian Li
Home
Research
Research
Index
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Readings
Index
0x0 ML
0x0 ML
Bayesian
Classical
Game
Generalization
0x1 DL
0x1 DL
Efficiency
Optimization
Optimization
Transformer
0x2 CV
0x2 CV
Multimodal
Tasks
0x3 NLP
0x3 NLP
LLM
Task
Todo
0x4 Speech
0x4 Speech
ASR
Alignment
Dataset
Multimodal
SLM
TTS
Software
Software
Software
Notes
Notes
Notes
0x0 Mathematics
0x0 Mathematics
0x00 Foundation
0x00 Foundation
0x000 Set Theory
0x001 Topology
0x002 Number
0x003 Sequence
0x004 Matrix
0x01 Algebra
0x01 Algebra
0x010 Abstract Algebra
0x011 Linear Algebra
0x02 Analysis
0x02 Analysis
0x020 Foundation
0x021 Complex Analysis
0x022 Real Analysis
0x023 Functional Analysis
0x024 Fourier Analysis
0x03 Geometry
0x03 Geometry
0x030 Foundation
0x031 Curve and Surface
0x032 Differential Geometry
0x04 Applied
0x04 Applied
0x040 Probability
0x041 Stochastics
0x042 Parametric Distribution
0x043 Convex Optimization
0x044 Graph
0x044 Graph
Table of contents
0x044 Graph Theory
Foundation
0x045 Combinatorics
0x046 Differential Equation
0x1 Science
0x1 Science
0x10 Subatom
0x10 Subatom
0x100 Standard Model
0x101 Quantum Mechanics
0x11 Classical Physics
0x11 Classical Physics
0x110 Classical Mechanics
0x111 Electrodynamics
0x112 Thermodynamics
0x113 Statistical Mechanics
0x12 Chemistry
0x12 Chemistry
0x120 Foundation
0x13 Biology
0x13 Biology
0x130 Cell
0x14 Economics
0x14 Economics
0x140 Microeconomics
0x141 Macroeconomics
0x142 Game-Theory
0x15 Earth Science
0x15 Earth Science
0x150 Geology
0x16 Astronomy
0x16 Astronomy
0x160 Foundation
0x161 Astrophysics
0x162 Observatory
0x153 Planet
0x154 Star
0x155 Galaxy
0x2 Engineering
0x2 Engineering
0x20 Mechanical Engineering
0x20 Mechanical Engineering
0x200 Foundation
0x201 Mechanism
0x202 Optimal Control
0x21 Electronic Engineering
0x21 Electronic Engineering
0x210 Signal Processing
0x211 Semiconductor
0x212 Analog Circuits
0x213 Digital Circuits
0x214 Integrated Circuit
0x215 Telecommunication
0x22 Computer Engineering
0x22 Computer Engineering
0x220 Foundation
0x221 Microarchitecture
0x222 Architecture
0x222 Computer Organization
0x23 Quantum Engineering
0x23 Quantum Engineering
0x230 Foundation
0x3 Computer Science
0x3 Computer Science
0x30 Theory
0x30 Theory
0x300 Computation
0x301 Complexity
0x302 Information Theory
0x303 Cryptography
0x31 Algorithm
0x31 Algorithm
0x310 Arithmetic
0x311 Numerical Algorithm
0x312 Continuous-Optimization
0x313 Sort & Search
0x314 Combinatorial Optimization
0x315 Sequence
0x32 Operating System
0x32 Operating System
0x320 Foundation
0x321 Concurrency
0x322 Memory
0x323 File System
0x324 Linux Admin
0x325 Windows Admin
0x33 Execution
0x33 Execution
0x330 Assembler
0x331 Linker
0x332 Compiler
0x333 Build
0x334 Runtime
0x34 Language
0x34 Language
0x340 Foundation
0x341 C
0x342 C++
0x343 Java
0x344 JavaScript
0x345 Go
0x346 Python
0x347 SQL
0x348 HTML/CSS
0x35 Network
0x35 Network
0x350 Physical and Link
0x351 Network and Transport
0x352 Application
0x353 Browser
0x354 Server
0x355 Security
0x36 Local Systems
0x36 Local Systems
0x360 Foundation
0x361 Computing
0x362 Database
0x363 Storage
0x364 Virtualization
0x37 Distributed Systems
0x37 Distributed Systems
0x370 Foundation
0x371 Computing
0x372 Database
0x373 Storage
0x374 Virtualization
0x375 Search Engine
0x4 Machine Learning
0x4 Machine Learning
0x40 Statistics
0x40 Statistics
0x400 Foundation
0x401 Classical Inference
0x402 Bayesian Inference
0x403 Parametric Models
0x404 Nonparametric Models
0x41 Model
0x41 Model
0x410 Foundation
0x411 Classical Model
0x412 Bayesian Model
0x413 Reinforcement Learning
0x42 Vision
0x42 Vision
0x420 Foundation
0x421 Representations
0x422 Model
0x43 Language
0x43 Language
0x430 Foundation
0x431 Representations
0x432 Model
0x44 Speech
0x44 Speech
0x440 Foundation
0x441 Representations
0x442 Classical Model
0x5 Deep Learning
0x5 Deep Learning
0x50 Foundation
0x50 Foundation
0x500 Theory
0x501 Optimization
0x502 Efficiency
0x503 Reinforcement Learning
0x504 Multitask Learning
0x51 System
0x51 System
0x500 Accelerator
0x501 Backend
0x502 Frontend
0x504 Distribution
0x52 Model
0x52 Model
0x520 MLP
0x521 Sequence
0x522 Convolution
0x523 Graph
0x513 Transformer
0x53 Generation
0x53 Generation
0x530 Adversarial
0x531 VAE
0x532 Flow
0x533 Diffusion Model
0x534 Autoregressive Model
0x535 Energy-based Model
0x54 Language
0x54 Language
0x540 Encoder Model
0x541 Decoder Model
0x542 Adaptation
0x531 Task
0x55 Vision
0x55 Vision
0x550 Task
0x56 Speech
0x56 Speech
0x560 Model
0x561 Task
Table of contents
0x044 Graph Theory
Foundation
0x044 Graph
0x044 Graph Theory
Foundation