Junya Yang | Academic Homepage

Junya Yang | Academic Homepage

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01

PyG-Common GCN Layer

02

03

SP-HyperDecoder

04

Bioinformatics-Overview

05

Machine Learning Overview

06

DV-01-Introduction

07

08

DV-06-Designe Principles

09

DV-07-Basic Charts

10

DV-08-High Dimensional

11

DV-09-Interaction

12

DV-10-Geospatial Visualisation

13

Bayesian-04-Clique Tree

14

DV-03-Perception and Principles

15

DV-04-Data Mapping

16

DV-05-Color Vision

17

DV-04-Data Mapping

18

05-NC-Numerical Differentiation and Integration

19

20

Numerical Computation Interpolation

21

Bayesian-05-Parameter Learning

22

Bayesian-06-Structure Learning

23

24

25

DSA-Binary Search Tree

26

27

28

Numerical Computation Systems of Equations

29

30

Bayesian-03-Variable-Elimination

31

Bayesian-02-Bayesian-Network-Representation

32

Algorithm Analysis

33

34

Numerical-Computation-As-2

35

Numerical Computation Fundamentals

36

Numerical Computation Solving Equations

37

Numerical-Computation-As-1

38

Bayesian-01-Probability-Theory

39

40

05-CG-Rasterization

41

06-CG-Raycasting

42

43

02-CG-Texture Mapping

44

45

SE-Design and Implementation

46

SE-Specification

47

48

CG-Assignment-3

49

50

51

52

53

54

05-FP-Higher-Order Functions

55

56

CG-Assignment-2

57

58

59

60

61

CG-Assignment-1

62

CG-Viewing Transformation

63

CG-Rasterization

64

CG-Modeling Transformation

65

SE-Software Process Model

66

67

CSN & cCSN & PC

68

69

70

CV-Project-Report

71

72

73

74

ML-Distance Measure

75

ML-Density Estimation

76

ML-Distance Measure

77

ML-Expectation Maximization

78

ML-Hierarchical Clustering

79

80

ML-Mean Shift Algorithm

81

ML-Likelihood Function

82

83

BDA-Stream Data

84

ML-Evaluation of Classifiers

85

86

87

88

89

CV-Generate Model

90

CV-Netural Network

91

Bioinfo-Matrix-Operations

92

Bioinfo-Network

93

BDA-Project-Report

94

Compiler-Intermediate Code Generation & Code Optimization

95

96

97

Object Detection

98

99

11-TOC-Undecidability and Reducibility

100

101

Dimensionality Reduction

102

103

104

Compiler-Solution For LR Parsing Algorithm, LR(0) items, SLR Parsing Table Construction

105

106

Compiler-solution for First set, Follow set and LL(1) Parsing table

107

Bioinfo-Project

108

109

110

111

Prompting Engineering Guide

112

113

09-TOC-TM Variants

114

Compiler Semantic Analysis

115

Compiler Project Language Features

116

Comment Filtering System

117

118

119

120

121

122

123

BDA-Find Similar Items

124

125

126

Compiler Introduction

127

Compiler Lexical Analysis

128

Compiler Syntax Analysis

129

130

Normalization Methods

131

132

Bioinfo-Overview

133

134

05-TOC-Pumping Lemma

135

Weight Initialization

136

137

138

139

From-Gates-to-Circuits-I-Combinational-Circuits

140

141

142

143

Cross Validation

144

145

Bayesian Estimation

146

147

148

149

150

151

03-TOC-Finite Automata

152

153

Bioinfo-Assignment-1

154

Homology_Protein

155

Pairwise-sequence-alignment

156

157

Pairwise-sequence-alignment

158

159

Statictical Learning

160

Network deconvolution as a general method to distinguish direct dependencies in networks

161

Network deconvolution as a general method to distinguish direct dependencies in networks

162

163

Fourier Transformation

164

Computer Vision Overview

165

166

167

168

169

Signal and Image Processing

170

171

172

Softmax and Argmax

173

Softmax Regression

174

175

176

K Cross Verified

177

Overfitting and Underfitting

178

179

CoT Indivisual Report

180

CoT Indivisual Report Script

181

CoT Reading List

182

NoSQL-Assignment-2

183

An integration approach of hybrid databases based on SQL in cloud computing environment

184

185

186

Prompting and In-Context Learning

187

NoSQL-Assignment

188

NoSQL-Assignment

189

Parameter-Efficient Fine-Tuning

190

Chain-of-Thought Reasoning Without Prompting

191

192

193

194

195

196

197

198

199

Manacher Algorithm

200

201

202

Basic-Algorithm-Overview

203

204

205

07-Standardized Networks

206

207

DAA-Programming-Assignment

208

DAA-Assignment-2

209

05-Transport Layer

210

08-Virtual Memory

211

09-File System Interface

212

10-File System Implementation

213

214

Chat-Application

215

216

Regular-Expression

217

04-Network Layer

218

219

220

06-Process Synchronization

221

Graph-algorithm

222

Back Propagation

223

Activation Function

224

225

Gradient Descent

226

DAA-Assignment-1

227

228

Enumeration-subset

229

Courier Station Information Management System

230

Data-Communication-Network

231

02-Physical Layer

232

03-Data Link Layer

233

234

05-CPU Scheduling

235

236

02-Operating System Structure

237

238

DAA-Assignment-0

239

Linux Basic Operation

240

Divide-and-Conquer

241

242

243

244

245

246

247

248

249

01-Operating System Introduction

250

251

Git-For-Beginners

252

01-Basic Concepts

253

254

Vue-Application

255

256

257

258

递归-二叉树

259

Git-Introduction

260

CSS-Introduction

261

Git-Remote-Repository

262

Git-Workflow-Model

263

264

265

Computer Organization

266

267

07-Null-Subquery

268

08-Set-Operation-&-Where-Subquery

269

09-Division-and-Correlated-Subquery

270

10-Advanced-SQL

271

272

Calculate Structure Entropy

273

274

275

276

277

278

279

280

From-Machine-Language-to-Assembly-Language

281

282

02-Cross-table-Query

283

284

285

05-Data-Definition

286

06-Data-Modification

287

288

CO-Assignment-1

289

CO-Assignment-2

290

CO-Assignment-3

291

CO-Assignment-4

292

293

294

Bits Data Representation and Manipulation

295

Boolean Algebra: From Bits to Logic

296

Finite-State-Machine

297

298

01-Entity-Relationship-Model-Modeling

299

02-Entity-Relationship-Model-Constraints

300

03-Entity-Relationship-Model-Extended-Features

301

04-Design-Issues

302

05-Logical-Design

303

304

07-Relational-Database-Design-Purpose-&-First-Normal-Form

305

08-Relational-Database-Design-Functional-Dependency

306

09-Relational-Database-Design-BCNF

307

10-Relational-Database-Design-3rd-Normal-Form

308

309

From-Gates-to-Circuits-II-Sequential-Circuits

310

From-Transistors-to-Gates

311

Microarchitecture

312

313

DSA Assignment 1

314

What is a Computer

315

Hands on Data Analytics for Everyone

Junya Yang

CUHK Computer Science · Bioinformatics · AI Agents