Storm-Bench: Evaluating Online Video QA under Evolving and Incomplete Evidence
Preprint, 2026
Temporal & Multimodal Intelligence
Siru Zhong 钟嗣儒
Ph.D. Candidate HKUST(GZ) Visiting @ Tsinghua
Hi there, I'm Siru Zhong, a Ph.D. Candidate at The Hong Kong University of Science and Technology, Guangzhou, advised by Prof. Yuxuan Liang and Prof. Yang Yue. I am currently visiting Tsinghua University and the National Supercomputing Center in Shenzhen, hosted by Prof. Haohuan Fu. I am also fortunate to receive guidance from Prof. James T. Kwok, Prof. Jeffrey Xu Yu, and Prof. Yangqiu Song from HKUST.
My research focuses on Temporal and Multimodal Intelligence. I study how learning systems retain and retrieve relevant history, integrate evolving evidence, and support reliable understanding of sequential and multimodal inputs. Beyond academia, I have worked on temporal data infrastructure at Tencent, multimodal perception at XPeng Motors, foundation models at Huawei, and video memory at Beta Infinity.
I am honored to be a consecutive recipient of the HKUST (GZ) DSA Excellent Research Award, a Tutorial Speaker for MM4ST @ MM 2025 & ICME 2026 and MM4TS @ AAAI 2026, a Web Chair for WebST 2025 & 2026 and UrbComp 2025, and a reviewer/PC member for venues including NeurIPS, ICLR, KDD, ACM MM, AAAI, PAKDD, IEEE TPAMI, FARS, MILETS, IJITDM, and Neurocomputing.
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Learning to Factorize Spatio-Temporal Foundation Models
NeurIPS (Advances in Neural Information Processing Systems) 2025, Santiago, America Spotlight (688/21,575, 3.19%)
Learning to Factorize and Adapt: A Versatile Approach Toward Universal Spatio-Temporal Foundation Models
Preprint, 2026
Education
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The Hong Kong University of Science and Technology (GZ)
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Tsinghua University
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The Hong Kong University of Science and Technology (GZ)
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Hefei University of Technology
Industry Experience
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Beta Infinity — Foundation Model Lab
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National Supercomputing Center (SZ)
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Huawei — 2012 Laboratories
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XPENG Motors — Autonomous Driving Center
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Tencent PCG — Tech Center
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Tencent PCG — Tech Center
Service
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Reviewer: NeurIPS 2026; FMTS 2026 @ NeurIPS 2026; ICLR 2025, 2026, 2027; KDD 2026, 2027; AAAI 2027; ACML 2026; MM 2025; FARS (Fully Automated Research System); IEEE TPAMI; Neurocomputing; IJITDM
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PC Member: WSDM 2027; ACM MM 2026; AAAI 2026, 2027; PAKDD 2026; MILETS 2026 @ KDD 2026
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Tutorial Speaker: MM4ST @ MM 2025, MM4ST @ ICME 2026, MM4TS @ AAAI 2026
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Web Chair: WebST 2026, WebST 2025, UrbComp 2025
Teaching All teaching
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DSAA60000 Table Representation LearningSpring 2026
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PLED5001 Communicating Research in EnglishSpring 2025
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PDEV6800 Introduction to Teaching and Learning in Higher EducationFall 2024
Awards
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Junior Student Track Award, DSA Excellent Research Award, HKUST(GZ)2026
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Runner-Up Prize for DSA Excellent Research Award, HKUST(GZ)2025
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Best Project Award (1st/15) in Data Science Computing, HKUST(GZ)2023
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Outstanding Student (Top 10%) in Red Bird Summer Camp, HKUST(GZ)2023
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iCode Certification of R&D Engineering Competency Evaluation, Tencent2022
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Silver Award (2nd/12) in Code World Program, Tencent2022
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Outstanding Student Award (8th/100) in New Employee Training, Tencent2022
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Outstanding Graduation Thesis Award (Top 2%), HFUT2022
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First Prize (Top 10) in CSDN Technology Blogger Competition2020
News
2026
I was invited to serve as a Reviewer for ICLR 2027.
Aug 28
I was invited to serve as a PC member for the Full Paper Track of WSDM 2027.
Aug 20
I was invited to serve as a Reviewer for FMTS 2026 @ NeurIPS 2026.
Aug 20
I was invited to serve as a Reviewer for ACML 2026.
Jul 28
I was invited to serve as a PC member for AAAI 2027.
Jul 25
One paper on Multimodal Spatio-Temporal forecasting was accepted to ACM MM 2026.
Jul 10
I was invited to serve as a reviewer for KDD 2027 (AI for Sciences Track).
Jul 01
I was invited to serve as a PC member for MILETS 2026 @ KDD 2026.
Jun 09
I passed my Ph.D. PQE and officially became a Ph.D. Candidate at HKUST (GZ).
May 21
One paper about time series memory was accepted by KDD 2026 research track.
May 16
One paper on sample-adaptive dropout for robust time series forecasting was accepted to ICML 2026.
May 01
I am honored to be invited as a reviewer of International Journal of Information Technology & Decision Making (IJITDM).
Apr 10
I was invited to be a reviewer of NeurIPS 2026.
Mar 25
I am honored to be invited as a reviewer of FARS (Fully Automated Research System).
Mar 21
I am glad to become a visiting student at Tsinghua University and National Supercomputing Center.
Mar 04
I was invited to serve as a reviewer for KDD 2026 (AI4Science Track).
Feb 28
I was invited to serve as a PC member for ACM MM 2026.
Feb 20
I was invited to serve as a PC member for PAKDD 2026.
Jan 15
I was invited to serve as a Reviewer for IEEE TPAMI.
Jan 15
2025
One tutorial on Multimodal Learning for Spatio-Temporal Data Mining Era of Foundation Models was accepted to ICME 2026.
Dec 24
I was invited to serve as a Reviewer for Neurocomputing.
Dec 24
One paper on vision for time series forecasting was accepted to AAAI 2026.
Nov 08
One paper on Spatio-Temporal Foundation Model was accepted to NeurIPS 2025 (spotlight).
Sep 18
I was invited to serve as a reviewer for ICLR 2026.
Sep 03
One paper on Traffic Flow Forecasting was accepted to TITS 2025.
Aug 20
I was invited to serve as a PC member for AAAI 2026 (Special Track on AI for Social Impact).
Aug 08
I was invited to serve as a PC member for AAAI 2026.
Jul 26
I was invited to serve as a reviewer for KDD 2026 Datasets and Benchmarks Track.
Jul 25
I was invited to serve as a reviewer for MM 2025 Dataset Track.
Jul 23
One paper on Multimodal Building Electricity Loads Forecasting was accepted to MM 2025.
Jul 05
One paper on Urban Heat Island Effect Forecasting was accepted to KDD 2025.
May 15
One paper on Multimodal Time Series Forecasting was accepted to ICML 2025.
May 01
I was invited to serve as a reviewer for MM 2025.
Apr 26
One tutorial on Multimodal Learning for Spatio-Temporal Data Mining was accepted to MM 2025.
Feb 28
I joined Huawei as a Research Intern working on spatio-temporal foundation models.
Feb 06
I started my PhD studies at the Hong Kong University of Science and Technology (Guangzhou).
Feb 05
I received the Runner-Up Prize in the 2024 HKUST(GZ) DSA Excellent Research Award.
Jan 27
2024
Two papers on Urban Indicator Prediction and Air Quality Inference were accepted to AAAI 2025.
Dec 10
I successfully defended my MPhil thesis in Data Science and Analytics at HKUST(GZ).
Nov 25
I was invited to serve as a reviewer for ICLR 2025.
Aug 23
One paper on Urban Multimodal Image-Text Retrieval was accepted to MM 2024.
Jul 18
Two papers on Spatio-Temporal Prediction and Neural Networks were accepted to IJCAI 2024.
May 14
I joined XPeng Motors as a Research Intern working on spatio-temporal perception for autonomous driving.
May 14
One paper on LLM-Enhanced Urban Region Profiling was accepted to WWW 2024.
Jan 23
2023
I started my MPhil studies at the Hong Kong University of Science and Technology (Guangzhou).
Aug 24
2022
I officially joined Tencent as a Software Engineer!
Jul 04
I graduated from Hefei University of Technology with Outstanding Thesis Award.
Jun 05
2021
I completed my three-month internship at Tencent and received a SP return offer.
Sep 14