{"id":2258,"date":"2025-07-07T03:27:39","date_gmt":"2025-07-07T03:27:39","guid":{"rendered":"https:\/\/kdd2025.kdd.org\/?page_id=2258"},"modified":"2025-08-03T04:54:19","modified_gmt":"2025-08-03T04:54:19","slug":"phd-consortium","status":"publish","type":"page","link":"https:\/\/kdd2025.kdd.org\/phd-consortium\/","title":{"rendered":"PhD Consortium"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">PhD Consortium<\/h1>\n\n\n\n<p><strong>KDD 2025 PhD Consortium Program<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Agenda<\/h3>\n\n\n\n<p>Wednesday, August 6th<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Time and Location<\/strong><\/th><th><strong>Activity<\/strong><\/th><\/tr><\/thead><tbody><tr><td>1:00 PM \u2013 1:05 PM (Room 605)<\/td><td>Introduction<\/td><\/tr><tr><td>1:05 PM \u2013 2:00 PM (Room 605)<\/td><td><strong>Oral Presentations<\/strong><br> <ul><li>\u201c<em>TimeDiT: Diffusion Transformers Foundation Model for Time Series Forecasting<\/em>\u201d, Defu Cao, University of Southern California<\/li><br><li>\u201c<em>Extracting and Utilizing Interpretation in Large Language Models<\/em>\u201d, Xuansheng Wu (University of Georgia)<\/li><br><li>\u201c<em>Fairness and Sparse Link Prediction through Ranking-Aware Metrics and Attribute Enhancement<\/em>\u201d, Jo\u00e3o Mattos, Rice University<\/li><br><li>\u201c<em>Deep Interactions for Multimodal Molecular Property Prediction<\/em>\u201d, Patrick Soga, University of Virginia<\/li><br><li>\u201c<em>ReMol: LLM-guided Molecular Optimization with Reinforcement Learning\u201d, <\/em>Ziqing Wang (Northwestern University)<\/li><\/ul><\/td><\/tr><tr><td>2:00 PM \u2013 2:30 PM (Room 605)<\/td><td>Keynote talk by Prof. Evangelos Papalexakis, University of California, Riverside, \u201c<em>My Journey Through Data Mining Research and Lessons Learned<\/em>\u201d<\/td><\/tr><tr><td>2:30 PM \u2013 3:00 PM (Room 605)<\/td><td>Keynote talk by Prof. Rex Ying, Yale University, \u201c<em>Important Aspects for Navigating Your Research Journey<\/em>\u201d<\/td><\/tr><tr><td>3:00 PM \u2013 3:30 PM<\/td><td>Coffee Break<\/td><\/tr><tr><td>3:30 PM \u2013 4:00 PM (Room 716 A)<\/td><td>Keynote talk by Prof. Ebrahim Bagheri, University of Toronto, \u201c<em>Who Counts, Who Decides, Who Matters: Human Values in the Age of Algorithms<\/em>\u201d<\/td><\/tr><tr><td>4:00 PM \u2013 5:30 PM (Room 716 A)&nbsp;<\/td><td>Joint Panel with Undergraduate &amp; Master&#8217;s Consortium on the Topic of \u201c<strong><em>AI-Augmented Academia: Research Innovations and Career Planning for Tomorrow\u2019s Workforce<\/em><\/strong>\u201d<br>Panelists:<br>Rex Ying, Yale University<br>Ebrahim Bagheri, University of Toronto<br>Xuan Luo, York University<br>Sudeep Das, DoorDash<br>Neil Shah, Snapchat<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Accepted Papers<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_2.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Large-scale Unaligned Multi-View Graph Clustering<\/a>, Yi Wen (City University of Hong Kong)<\/li>\n\n\n\n<li>3: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_3.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_3.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Decoding Cardiomyocyte Ageing Through AI: Tracking Functional Decline via Temporal Motion Signatures<\/a>, Md Abu Sufian, University of Leicester<\/li>\n\n\n\n<li>4: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_4.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_4.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">TimeDiT: Diffusion Transformers Foundation Model for Time Series Forecasting<\/a>, Defu Cao (University of Southern California) *<\/li>\n\n\n\n<li>5: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_5.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_5.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Knowledge Informed Time Series Forecasting<\/a>, Zijie Pan, University of Connecticut<\/li>\n\n\n\n<li>6: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_6.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_6.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">AI Explainability and Fairness with Guarantees<\/a>, Ji\u0159\u00ed N\u011bme\u010dek (Czech Technical University in Prague)<\/li>\n\n\n\n<li>7: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_7.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Edge Prompt Tuning for Graph Neural Networks<\/a>, Xingbo Fu (University of Virginia)<\/li>\n\n\n\n<li>8: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_8.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Extracting and Utilizing Interpretation in Large Language Models<\/a>, Xuansheng Wu (University of Georgia) *<\/li>\n\n\n\n<li>9: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_9.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Building a Global-Scale Trajectory Dataset from OpenStreetMap<\/a>, Yuanshao Zhu (City University of Hong Kong)<\/li>\n\n\n\n<li>10: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_10.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">LSRP: A Leader\u2013Subordinate Retrieval Framework for Privacy-Preserving Cloud\u2013Device Collaboration<\/a>, Yingyi Zhang (Dalian University of Technology)<\/li>\n\n\n\n<li>11: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_11.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CuFun: Revolutionizing Temporal Point Process Modeling with Cumulative Distribution Functions<\/a>, Maolin Wang (City University of Hong Kong)<\/li>\n\n\n\n<li>12: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_12.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Density-Aware Phase Segmentation in Sparse 3D Atomistic Data<\/a>, Abin Shakya (Louisiana State University)<\/li>\n\n\n\n<li>13: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_13.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Designing Equivariant Graph Neural Network Models for Protein Structure Modeling<\/a>, Animesh Animesh (IIT Kharagpur)<\/li>\n\n\n\n<li>14: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_14.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_14.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Fairness and Sparse Link Prediction through Ranking-Aware Metrics and Attribute Enhancement<\/a>, Jo\u00e3o Mattos (Rice University) *<\/li>\n\n\n\n<li>15: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_15.pdf\" data-type=\"link\" data-id=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_15.pdf\">Literature Review and Gap Analysis on the Application of Blockchain Technology in Supply Chain Challenges, Opportunities, and Innovations<\/a>, Ahmed Abdelmoula (E\u00f6tv\u00f6s Lor\u00e1nd University)<\/li>\n\n\n\n<li>16: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_16.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Multi-Source Spatiotemporal Deep Learning Framework for Non-Recurring Traffic Congestion Forecasting<\/a>, Jing Li (McMaster University)<\/li>\n\n\n\n<li>17: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_17.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Towards a Unified Evaluation Protocol for Link Prediction Interpretation over Knowledge Graphs<\/a>, Beshani Weralupitiya (Rochester Institute of Technology)<\/li>\n\n\n\n<li>18: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_18.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Learning under Evolving, Unstable, and Modality Diverse Input Feature Spaces<\/a>, Heng Lian (William &amp; Mary)<\/li>\n\n\n\n<li>19: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_19.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Phantom Edges: Expanding Functionality in Graph Databases<\/a>, Adam Pazdor (University of Manitoba)<\/li>\n\n\n\n<li>20: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_20.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">ReMol: LLM-guided Molecular Optimization with Reinforcement Learning<\/a>, Ziqing Wang (Northwestern University)<\/li>\n\n\n\n<li>21: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_21.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Event-Driven Cascade Updates in Knowledge Graphs<\/a>, Bo Ni (Vanderbilt University)<\/li>\n\n\n\n<li>22: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_22.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Interactions for Multimodal Molecular Property Prediction<\/a>, Patrick Soga (University of Virginia) *<\/li>\n\n\n\n<li>23: <a href=\"https:\/\/kdd2025.kdd.org\/wp-content\/uploads\/2025\/07\/paper_23.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Unfair Unlearning? Accounting for Fairness in Machine Unlearning<\/a>, George Barbulescu (University of Warwick) *<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>* accepted for oral presentation during the PhD consortium<br>** all papers will be displayed during Monday evening\u2019s (August 4th) poster reception<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">PhD Consortium Co-Chairs<\/h2>\n\n\n\n<p>Email: <strong><strong><a href=\"mailto:KDD25-PhD-Chairs@acm.org\">KDD25-PhD-Chairs@acm.org<\/a><\/strong><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/homes.cs.aau.dk\/~Arijit\/\">Arijit Khan<\/a> (Aalborg University)<\/li>\n\n\n\n<li><a href=\"https:\/\/jundongli.github.io\/\">Jundong Li<\/a> (University of Virginia)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Program Committee<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Abdulkadir Celikkanat, Aalborg University<\/li>\n\n\n\n<li>Agoritsa Polyzou, Florida International University<\/li>\n\n\n\n<li>Akhil Arora, Aarhus University<\/li>\n\n\n\n<li>Aritra Konar, KU Leuven<\/li>\n\n\n\n<li>Chen Chen, University of Virginia<\/li>\n\n\n\n<li>Cuneyt Akcora, University of Central Florida<\/li>\n\n\n\n<li>Dongjin Song, University of Connecticut<\/li>\n\n\n\n<li>Eliana Pastor, Politecnico di Torino<\/li>\n\n\n\n<li>Fenglong Ma, Pennsylvania State University<\/li>\n\n\n\n<li>Filip Ilievski, Vrije Universiteit Amsterdam<\/li>\n\n\n\n<li>Hua Wei, Arizona State University<\/li>\n\n\n\n<li>Jaemin Yoo, KAIST<\/li>\n\n\n\n<li>James Caverlee, Texas A&amp;M University<\/li>\n\n\n\n<li>Jian Kang, University of Rochester<\/li>\n\n\n\n<li>Jing Ma, Case Western Reserve University<\/li>\n\n\n\n<li>Joydeep Chandra, Indian Institute of Technology Patna<\/li>\n\n\n\n<li>Lorenzo Severini, UniCredit<\/li>\n\n\n\n<li>Lu Lin, Pennsylvania State University<\/li>\n\n\n\n<li>Mehwish Alam, Institut Polytechnique de Paris<\/li>\n\n\n\n<li>Michelangelo Ceci, University of Bari<\/li>\n\n\n\n<li>Paulo Shakarian, Arizona State University<\/li>\n\n\n\n<li>Qi Li, Iowa State University<\/li>\n\n\n\n<li>Ronghua Li, Beijing Institute of Technology<\/li>\n\n\n\n<li>Sanjukta Bhowmick, University of North Texas<\/li>\n\n\n\n<li>Sara Hajian, Trustpilot<\/li>\n\n\n\n<li>Tyler Derr, Vanderbilt University<\/li>\n\n\n\n<li>Xin Wang, Tsinghua University<\/li>\n\n\n\n<li>Yao Ma, Rensselaer Polytechnic Institute<\/li>\n\n\n\n<li>Yiqun Xie, University of Maryland<\/li>\n\n\n\n<li>Yllka Velaj, University of Vienna<\/li>\n\n\n\n<li>Yushun Dong, Florida State University<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>PhD Consortium KDD 2025 PhD Consortium Program Agenda Wednesday, August 6th Time and Location Activity 1:00 PM \u2013 1:05 PM (Room 605) Introduction 1:05 PM \u2013 2:00 PM (Room 605) Oral Presentations \u201cTimeDiT: Diffusion Transformers Foundation Model for Time Series Forecasting\u201d, Defu Cao, University of Southern California \u201cExtracting and Utilizing Interpretation in Large Language Models\u201d, [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-2258","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages\/2258","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/comments?post=2258"}],"version-history":[{"count":21,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages\/2258\/revisions"}],"predecessor-version":[{"id":2493,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages\/2258\/revisions\/2493"}],"wp:attachment":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/media?parent=2258"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}