CS224W | Projects

Project Reports

#	Student(s)	Project Title	Resources
1	Beliz Gunel	Robust Relational Graph Convolutional Networks	[report]
2	Chris Allen Koenig	What’s That Wing? Fine-Grained Butterﬂy Species Classiﬁcation Using Graph Neural Networks	[report]
3	Jack Mi	Modeling and Analyzing User’s Music Taste Shift with Amazon Reviews	[report]
4	Bogdan State	Good Bot, Best Bot? The Diffusion of Chatbots on Reddit
5	Ali Aminian	VidSage: Unsupervised Video Representational Learning with Graph Convolutional Networks	[report]
6	Steven Zheng	Modelling ATP Tennis as a Network	[report]
7	Luyao Hou Emma Zhong	YouTube Video Recommendations: Analysis and Link Prediction	[report]
8	Sophia L. Pink Mayuka Sarukkai	Gender Asymmetries in Academic Collaboration Networks	[report]
9	Axel Moyal Guillermo Bescos Alapont Pablo Emile Veyrat	Classification of Assets and Investors in a Financial Bipartite Graph	[report]
10	Saurabh Khanna	Friendship Networks in College	[report]
11	Andrew Lawrence Deng Wenli Looi Jennie Chen	Predicting Trafﬁc Congestion on City Road Networks	[report]
12	Will Zhuk	Neural Network Structure for Traffic Forecasting	[report]
13	Nicholas Lai Yew Siang Tang Anita Hanzhi Zheng	Healthy Recipe Recommendation using Nutrition and Ratings Models	[report]
14	Shadab Nazar Mohd Zahaib Mateen	Tetrahedron – A model to analyze Network Flows	[report]
15	Tom Knowles Jenny Zhi Cynthia Liang	Venmotifs	[report]
16	Erin Michelle Kunz	Community Detection Analysis of Sensory Feedback Enhancement in Phantom Limb Perception and Prosthesis Control	[report]
17	Wen Zhou Haoshen Hong John Zhou	Derive Word Embeddings From Knowledge Graph	[report]
18	Stefania Moroianu Alexandre Simoes Gomes Junior Sarah Najmark	Culture Dependent Dynamics of the WikiLinkGraph	[report]
19	Woody Zhouyuan Wang Vrinda Devang Vasavada	Link Prediction and Edge Classiﬁcation for Orphan Disease Concept Graph	[report]
20	Tushar Dhoot Alexander Mark Verge	Analysis of airline carrier network design strategy	[report]
21	Erik Jones	Predicting Adversarial Examples in Language using Graphs	[report]
22	Xiaobai Ma	Missing Data Imputation with Graph Neural Networks ImputeNet
23	Louise Huang Kaylee Xuan Zhang Siyi Tang	Multiclass Seizure Classiﬁcation from EEG with Graph Convolutional Recurrent Neural Networks	[report]
24	Vadim Piccini Yakubenko Pranav Bhardwaj	Public Opinion and its Effect on the Wikipedia Network	[report]
25	Xiuye Gu	Explore Deep Graph Generation	[report]
26	Guillaume Adrien Nervo Jason Ziming Zheng Jestin Ma	Improving Detection of Hateful Users on Twitter using Attention and ReFex	[report]
27	Yash Shyamsundar Maniyar Gita Anu Krishna Kuhan Jeyapragasan	An Analysis of Subway Networks using Graph Theory and Graph Generation with GraphRNN	[report]
28	Jay Sushil Mardia	Role detection for links in networks
29	Alexandre Matton Arnaud Antoine Autef Manon Romain	Fake News detection using Machine Learning on Graphs	[report]
30	Vamsi Krishna Chitters Sam Zimmerman Shleifer Clara McCreery	Incrementally Improving Graph WaveNet Performance on Traffic Prediction	[report]
31	Sophia Claire Kivelson Frits van Paasschen	Representation Learning for Scene Graphs	[report]
32	Alex Wang Robin Cheong Robel Daniel	TAGE: Task Agnostic Graph Embeddings	[report]
33	Tianyuan Huang Yiyun Liang Zhouheng Sun	Predicting Group Success in Meetup with Graphs	[report]
34	Soon Kyu Lee Naoki Yamamura Xiangyi Zheng	Neighborhood-based Rating Prediction and Inter-network Robustness	[report]
35	Darrith Bin Phan Chuanbo Pan	Music Recommender System using Temporal Features	[report]
36	Ahmed Shuaibi	Enhancing Protein Interaction Link Prediction Through Community Information	[report]
37	Boning Zheng Carson Zhao	An Augmented Neighborhood Network for Graph Representation Learning	[report]
38	Kyle Beltran Hatch Graham D Todd Gordon Leo Blake	Predicting Microbe Co-Occurrence with Metabolite Network Embeddings	[report]
39	Nikita-Girey Nechvet Demir Jonathan Michael Gomes Selman	Graph Level Anomaly Detection	[report]
40	Eric Dale Winsor	Perturbation Sensitivity of GNNs	[report]
41	Mira Noura Moufarrej	Building and using a hypothesis recommendation system to infer the tissues of origin for blood samples	[report]
42	Serina Yongchen Chang	Disentangling Word Association in Distributional Semantics with WordNet	[report]
43	Daniel Alexander Salz Nicholas Nestor Benavides Jonathan Mingchao Li	Hidden Community Detection in Online Forums	[report]
44	Yanbang Wang Jingjing Tian	What Determines Your Promotion? A Novel Exploration of Civil Careers in Ancient China Using Network Analysis	[report]
45	Hua Shao Shao Veronica Peng	Spatial-Temporal Model for Traffic Forecasting on Road Network	[report]
46	Wantong Jiang Yipeng He Di Bai	Detection and Analysis of Hateful Users on Twitter	[report]
47	Xuanyu Zhou Yuanhang Luo	Explore Mixture of Experts in Graph Neural Networks	[report]
48	William Joseph Caruso Daniel C Lee	Toward Embedding a Web-scale Knowledge Graph	[report]
49	Griffin Crosby Young Leon Lin	Unsupervised Feature Creation with TransE	[report]
50	Atish Sawant	Using Graph Methods to Capture Spatial Relationships in Home Prices	[report]
51	Austin Zambito-Valente Alex Ross Goodman Emma Lee Mclean	Congressional Collaboration Within and Between Terms	[report]
52	Mario John Srouji Dian Ang Yap Josh Payne	BERT Learns (and Teaches) Chemistry	[report]
53	Alex Powers	Predicting Protein Flexibility for Better Drug Docking	[report]
54	Yang Fang Kylan Keiichi Sakata Kaylie Zhu	Graph-based node feature prediction system using structural features and incomplete node metadata	[report]
55	Akshat Jindal Gorish Aggarwal Susanna Maria Baby	Deep Generative Models for Graph Generation	[report]
56	Sriram Somasundaram Jonathan Lingjie Li Clare Zhu	Global Link Prediction for E-commerce using Deep Networks	[report]
57	Yuan Shi Zecheng Zhang Xinwei He	Evolution and Link Prediction of the Wikipedia Network	[report]
58	Ashton Teng	Better Inference Scores for Chemical-Disease Relationships in the Comparative Toxicogenomics Database	[report]
59	Shreya Singh Chetanya Rastogi Prabhat Agarwal	Exploring Graph Based Approaches for Author Name Disambiguation	[report]
60	Rick Melucci Yuichi Kajiura Jiushuang Guo	Stock Recommendations using Information Connections from Financial Bipartite Graph	[report]
61	Apollo Kaneko Ryan Silva Minh Toan Luong	Github Reviewer Recommendation using Graph	[report]
62	Amy Jiahua Chen Neil Inderjit Singh Emma Kim Charlotte Gee	Community Detection and Characterization of Acoustic Telemetry Data of the Reef Manta Ray, Mobula Alfredi	[report]
63	Markie Maraya Wagner Vamsi Saladi Federico Jose Reyes Gomez	Feature Constrained Graph Generation with a Modiﬁed Multi-Kernel Kronecker Model	[report]
64	Austin Song Cai Michelle Bao	Discovering Cultural Bias Across Wikipedia’s Linguistic Communities	[report]
65	Patrick DeMichele Pablo Cesar Santos Isaac Louis Scheinfeld	Graph Embeddings for Street Network Analysis	[report]
66	Major Zeng Tom Haynes Mikkelson Addie Petersen Justin Luke	Electric Vehicle Charge Station Placement via Node Classiﬁcation, Structural Role Extraction, and Community Detection	[report]
67	Flora Wang Nidhi Manoj Sophia Papoulias Barton	Hollywood Actors Community Detection And Genre Prediction	[report]
68	Sean Kazuyuki Decker Bryce Z. Cai Crystal Ivy Zheng	Characterizing Banned Subreddits by Network Attributes	[report]
69	Parikshit Shridhar Deshpande Cameron David Tew Robert Pablo Trevino	Analysis of Academic Diaspora Networks	[report]
70	Horace Ting Cheong Chu Andrew Zane Tan Jerry Qu	A Graph-Based Approach for Semantic Code Search	[report]
71	Jacqueline Hsing-Chuan Yau Timothy Quang-Tin Le	Organization Prediction for Scientists and Scholars for OAG Data	[report]
72	Yuqi Jin Jiahong Ouyang Xiaoqin Zhou	Dual Knowledge Multimodal Network for Recommender System	[report]
73	Yusuf Husein Roohani Benjamin Angulo Kendrick Shen	Graph embeddings of enriched protein-protein interaction (PPI) networks for identiﬁcation of disease nodes	[report]
74	Karen Yang	GCN-VAE for Knowledge Graph Completion	[report]
75	Ethan Zi-Yu Shen	Integrating Knowledge Graph Information for Few-Shot Learning with Graph Neural Networks	[report]
76	Anchit Narain Chris Healy	Graph Reduction Using Near Symmetry	[report]
77	Daniel Danhang Tang	Graph-Analysis of Temporally- and Spatially- Defined Brain Networks Involved in Decision-Making	[report]
78	Noah Arthurs	Using Network Features to Identify Stratiﬁed Student Behavior During College Admissions	[report]
79	Zeyu Wang	An Analysis of the Carbon Market and its Impact on Climate Change
80	Jamal Roy Johnson	A Study of Legislative Censorship Networks	[report]
81	Gitanjali Bhattacharjee	Identifying clusters of bridges with strongly correlated damage states	[report]
82	Oghenetegiri Edward Sido	Scene Graph to Image Translation: Graph Convolutional Network Approaches	[report]
83	Andrew Fang Akshaya Dinesh Mark Shelton	Is Corruption Contagious? Police Misconduct from a Social Network Perspective
84	Dhruv Ashwin Kedia Rohan Sampath Aarush Selvan	Motifs and Community Detection in the Venmo Transaction Graph	[report]
85	Xiao Zhou Yu Jin Lee	Developing a New Model to Characterize Cooperation in a Network	[report]
86	Kim Ngo James Yang WoMa	Comparisons of Community Detection Algorithms in the YouTube Network	[report]
87	Nick Wilmer Bowman Semir Shafi Robbie Matthew Jinwei Jones	Temporal Link Prediction on the WikiLinkGraphs Dataset	[report]
88	Benjamin Yeh Victoria Yuan	Graph Analysis of Functional Connectomes of Subjects with ADHD and ASD	[report]
89	Meixian Zhu Jingbo Yang Ruge Zhao	Redeﬁning Neighbor for Improved Knowledge Graph Based Recommendations	[report]
90	Ramin Ahmari	Sub-Community Virality Prediction of Fashion on Instagram Using Network Models on Augmented Data Sets	[report]
91	Jen Weng	Recommending Game Bundles using Hyperlink Prediction	[report]
92	Jonathon Walters	Subgraph Detection in Functional Brain Networks During Many Diverse Cognitive Tasks	[report]

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