THUDM/KDD-Industrial-Papers THUDM/KDD-Industrial-Papers

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THUDM/KDD-Industrial-Papers
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Repository Details

A list of recent industrial papers in KDD'16–'18

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11

GLM

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12

AgentBench

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
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13

CogVLM2

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14

P-tuning-v2

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15

CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
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16

CogView

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1,691
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17

WebGLM

WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)
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1,557
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18

AgentTuning

AgentTuning: Enabling Generalized Agent Abilities for LLMs
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1,339
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19

CodeGeeX4

CodeGeeX4-ALL-9B, a versatile model for all AI software development scenarios, including code completion, code interpreter, web search, function calling, repository-level Q&A and much more.
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20

ImageReward

[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
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21

LongWriter

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
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22

SwissArmyTransformer

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23

CogView2

official code repo for paper "CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers"
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24

P-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
Python
915
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25

LongBench

[ACL 2024] LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
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629
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26

AutoWebGLM

An LLM-based Web Navigating Agent (KDD'24)
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584
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27

GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
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522
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28

GraphMAE

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22
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462
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29

CogQA

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"
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456
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30

Inf-DiT

Official implementation of Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer
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366
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31

GCC

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020
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322
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32

MathGLM

Official Pytorch Implementation for MathGLM
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316
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33

HGB

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.
Python
301
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34

AlignBench

大模型多维度中文对齐评测基准 (ACL 2024)
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295
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35

ComiRec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"
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278
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36

LongCite

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA
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272
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37

RelayDiffusion

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]
Python
262
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38

KOBE

Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019
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237
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39

NLP4Rec-Papers

Paper list of NLP for recommender systems
225
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40

ProNE

Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"
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41

Chinese-Transformer-XL

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218
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42

GRAND

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
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203
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43

LongAlign

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199
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44

icetk

A unified tokenization tool for Images, Chinese and English.
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150
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45

CogCoM

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146
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46

ReST-MCTS

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
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146
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47

KBRD

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019
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134
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48

GraphMAE2

GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner in WWW'23
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133
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49

iPrompt

Code, Data and Demo for Paper: Controllable Generation from Pre-trained Language Models via Inverse Prompting
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121
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50

ProteinLM

Protein Language Model
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111
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51

MCNS

Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"
Python
111
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52

VisualAgentBench

Towards Large Multimodal Models as Visual Foundation Agents
Python
94
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53

CogView3

text to image to generation: CogView3-Plus and CogView3(ECCV 2024)
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93
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54

grb

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91
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55

GraphSGAN

Implementation of "GraphSGAN", a GAN-based semi-supervised learning algorithm for graph data.
Python
85
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56

kgTransformer

kgTransformer: pre-training for reasoning over complex KG queries (KDD 22)
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83
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57

ScenarioMeta

Source code and dataset for KDD 2019 paper "Sequential Scenario-Specific Meta Learner for Online Recommendation"
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80
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58

OAG-BERT

A heterogeneous entity-augmented academic language model based on Open Academic Graph (OAG)
76
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59

ChatGLM-Math

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60

CogKR

Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"
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71
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61

SelfKG

Codes for WWW2022 accepted paper: SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs
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67
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62

FewNLU

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65
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63

SciGLM

SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)
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62
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64

Multilingual-GLM

The multilingual variant of GLM, a general language model trained with autoregressive blank infilling objective
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62
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65

XDAI

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61
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66

CogAgent

59
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67

OAG

Source code and dataset for KDD 2019 paper "OAG: Toward Linking Large-scale Heterogeneous Entity Graphs"
Python
59
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68

NaturalCodeBench

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54
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69

LVBench

LVBench: An Extreme Long Video Understanding Benchmark
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52
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70

AutoRE

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45
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71

Graph-Reading-Group

Daily reading group on graphs at KEG
44
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72

SCR

SCR: Training Graph Neural Networks with Consistency Regularization
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37
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73

WhoIsWho

KDD'23 Web-Scale Academic Name Disambiguation: the WhoIsWho Benchmark, Leaderboard, and Toolkit
Python
34
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74

FastLDM

Inference speed-up for stable-diffusion (ldm) with TensorRT.
Python
34
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75

GraphCAD

TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf
Python
30
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76

GRAND-plus

Code and dataset for paper "GRAND+: Scalable Graph Random Neural Networks"
Python
30
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77

ApeGNN

ApeGNN: Node-Wise Adaptive Aggregation in GNNs for Recommendation (WWW'23)
Python
23
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78

GLM-iprompt

Apply Iprompt on GLM with innovative new methods. Currently support Chinese QA, English QA and Chinese poem generation.
Python
21
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79

GIAAD

Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track
Python
21
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80

Tsinghua-ML-Course

Course Materials for ML Course at Tsinghua
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21
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81

HOSMEL

A task relevant entity linking toolkit
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20
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82

Self-Contrast

Extensive Self-Contrast Enables Feedback-Free Language Model Alignment
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19
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83

RecDCL

RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)
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19
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84

tdgia

code for paper TDGIA:Effective Injection Attacks on Graph Neural Networks (KDD 2021, research track)
Python
18
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85

BatchSampler

The source code for BatchSampler that accepted in KDD'23
Python
18
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86

MRT

MRT: Tracing the Evolution of Scientific Publications (TKDE 2021)
16
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87

LargeScale

Python
15
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88

eTrust

Source code and dataset for TKDE 2019 paper “Trust Relationship Prediction in Alibaba E-Commerce Platform”
C++
15
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89

MSAGPT

MSAGPT
Python
15
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90

whoiswho-top-solutions

Python
14
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91

paper-source-trace

Python
14
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92

Efficient-Head-Finetuning

Source code for EMNLP2022 long paper: Parameter-Efficient Tuning Makes a Good Classification Head
Python
13
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93

IGB

Source code and dataset for IJCAI 2022 paper "Rethinking the Setting of Semi-supervised Learning on Graphs"
Python
10
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94

BattleAgentBench

Python
9
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95

GraphAlign

GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment
Python
8
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96

APAR

APAR: LLMs Can Do Auto-Parallel Auto-Regressive Decoding
Python
8
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97

scholar-profiling

Jupyter Notebook
7
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98

citation-prediction

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7
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99

OpenWebAgent

A convenient framework for developing LLM- and LMM-based web agents.
JavaScript
6
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100

OAG-AQA

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6
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