Recent Additions to InK Institutional Knowledge at Singapore Management University*

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Quantitative bounds on resource usage of probabilistic programs
Krishnendu CHATTERJEE, Amir Kafshdar GOHARSHADY, Tobias MEGGENDORFER, and Dorde ZIKELIC

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Equivalence and similarity refutation for probabilistic programs
Krishnendu CHATTERJEE, Ehsan Kafshdar GOHARSHADY, Petr NOVOTNÝ, and Dorde ZIKELIC

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On lexicographic proof rules for probabilistic termination
Krishnendu CHATTERJEE, Ehsan Kafshdar GOHARSHADY, Petr NOVOTNÝ, Jiří ZÁREVUCKÝ, and Dorde ZIKELIC

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Flowing together or alone: Impact of collaboration in the metaverse
Fiona Fui-hoon NAH, Brenda ESCHENBRENNER, and Langtao CHEN

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Young women in cities: Urbanization and gender-biased migration
Yumi KOH, Li JING, Yifan WU, Junjian YI, and Hanzhe ZHANG

 

Automating dataset updates towards reliable and timely evaluation of Large Language Models
Jiahao YING, Yixin CAO, Yushi BAI, Qianru SUN, Bo WANG, Wei TANG, Zhaojun DING, Yizhe YANG, Xuanjing HUANG, and Shuicheng YAN

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An aggregate matching and pick-up model for mobility-on-demand services
Xinwei LI, Jintao KE, Hai YANG, Hai WANG, and Yaqian ZHOU

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Computer use frequency and cardiovascular health in middle-aged and older adults
Meilan HU, Shu Fen DIONG, K TENNAKOON APPUHAMILLAGE SANDEESHWARA KASTURIRATNA, and Andree HARTANTO

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Factor structure of the CES-D-20 scale in young adults in Singapore: An examination of six alternative structures and measurement invariance by sex
Nadyanna M. MAJEED, K TENNAKOON APPUHAMILLAGE SANDEESHWARA KASTURIRATNA, Nicole Ruiying CHEN, and Andree HARTANTO

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FOMO and the ICO: The salience of quality signals
Simon J.D. SCHILLEBEECKX, Sandzhar TAZHIBAEV, and Johannes GARTNER

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Learning de-biased representations for remote-sensing imagery
Zichen TIAN, Zhaozheng CHEN, and Qianru SUN

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Modeling and regulating a ride-sourcing market integrated with vehicle rental services
Dong MO, Hai WANG, Zeen CAI, W. Y. SZETO, and Xiqun (Michael) CHEN

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MVGamba : Unify 3D content generation as state space sequence modeling
Xuanyu YI, Zike WU, Qiuhong SHEN, Qingshan XU, Pan ZHOU, Joo-Hwee LIM, Shuicheng YAN, Xinchao WANG, and Hanwang ZHANG

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Towards unified multimodal editing with enhanced knowledge collaboration
Kaihang PAN, Zhaoyu FAN, Juncheng LI, Qifan YU, Hao FEI, Siliang TANG, Richang HONG, Hanwang ZHANG, and Qianru SUN

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Citizen Science in A Small World of Singlish Words
Cynthia S. Q. SIEW and Jin Jye WONG

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Open Research for Robustifying Data-Centric Systems
Manuel RIGGER, Jinsheng BA, Wenjing DENG, Rajdeep Singh HUNDAL, Nathee JAYWAREE, Yuancheng JIANG, Yuxi LING, Shuxin LI, Qiuyang MANG, Jovyn TAN, Ming Wei TAN, Chi ZHANG, Tongjun ZHANG, and Suyang ZHONG

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Optimizing Open Research: Data and Code Sharing at S-Lab
Chen Change LOY, Geong Sen POH, Chee Guan KOH, Moi Moi SIEW, and Jin Boon NG

 

Panel Discussion
Kah Leong LIM, Emma CROTT, Willie KOH, Natalie PANG, and Julia PRIESS-BUCHHEIT

 

LLMs-as-instructors : Learning from errors toward automating model improvement
Jiahao YING, Mingbao LIN, Yixin CAO, Wei TANG, Bo WANG, Qianru SUN, Xuanjing HUANG, and Shuicheng YAN

 

Thoughts to target : enhance planning for target-driven conversation
Zhonghua ZHENG, Lizi LIAO, Yang DENG, Ee-peng LIM, Minlie HUANG, and Liqiang NIE

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A comprehensive survey on relation extraction: Recent advances and new frontiers
Xiaoyan ZHAO, Yang DENG, Min YANG, Lingzhi WANG, Rui ZHANG, Hong CHENG, Wai LAM, Ying SHEN, and Ruifeng XU

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AI as your ally: The effects of AI-assisted venting on negative affect and perceived social support
Meilan HU, Xavier Cheng Wee CHUA, Shu Fen DIONG, K TENNAKOON APPUHAMILLAGE SANDEESHWARA KASTURIRATNA, Andree HARTANTO, and Andree HARTANTO

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Angels or demons: Investigating and detecting decentralized financial traps on ethereum smart contracts
Jiachi CHEN, Jiang HU, Xin XIA, David LO, John GRUNDY, Zhipeng GAO, and Ting CHEN

 

A pruned pendant vertex based index for shortest distance query under structured encrypted graph
Mengdi HU, Lanxiang CHEN, Gaolin CHEN, Yi MU, and Robert H. DENG

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Ask-before-plan : proactive language agents for real-world planning
Xuan ZHANG, Yang DENG, Zifeng REN, See-Kiong NG, and Tat-Seng CHUA

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BADFL: Backdoor attack defense in federated learning from local model perspective
Haiyan ZHANG, Xinghua LI, Mengfan XU, Ximeng LIU, Tong WU, Jian WENG, and Robert H. DENG

 

CaBaFL: Asynchronous federated learning via hierarchical cache and feature balance
Zeke XIA, Ming HU, Dengke YAN, Xiaofei XIE, Tianlin LI, Anran LI, Junlong ZHOU, and Mingsong CHEN

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CAS: Fusing DNN optimization & adaptive sensing for energy-efficient multi-modal inference
Dulanga WEERAKOON, Vigneshwaran SUBBARAJU, Joo Hwee LIM, and Archan MISRA

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Dispositional optimism, sleep, and trait affective mediators: A latent variable approach
Nicole Ruiying CHEN, NADYANNA BINTE MOHAMED MAJEED, Adalia Yin Hui GOH, Paye Shin KOH, Jonathan Louis Jie Sheng CHIA, and Andree HARTANTO

*Updated as of 20/11/24.