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Jaeyoon Song (MIT), Zahra Ashktorab (IBM), Thomas Malone (MIT)
Togedule: Scheduling Meetings with Large Language Models and Adaptive Representations of Group Availability
Years of Publications:
Proceedings of the ACM on Human-Computer Interaction, CSCW ’25, October 18–22, 2025, Bergen, Norway
Status:
Venue:
Accepted
2025
Types of Publications:
M3S Authors:
Conference
Thomas Malone (MIT)
Jaeyoon Song (MIT), Zahra Ashktorab (IBM), Qian Pan (IBM), Casey Dugan (IBM), Werner Geyer (IBM), Thomas Malone (MIT)
Interaction Configurations and Prompt Guidance in Conversational AI for Question Answering in Human-AI Teams
Years of Publications:
Proceedings of the ACM on Human-Computer Interaction, CSCW ’25, October 18–22, 2025, Bergen, Norway.
Status:
Venue:
Accepted
2025
Types of Publications:
M3S Authors:
Conference
Thomas Malone (MIT)
Alex Armengol-Urpi (MIT), Andres Salazar-Gomez (MIT), Sanjay Emani Sarma (MIT)
WIP: Making Implicit Knowledge Explicit - A Data-Driven Approach to Improve Knowledge Transfer in a Glassblowing Beginners Class
Years of Publications:
Proceedings of the IEEE Frontiers in Education Conference (FIE)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Alex Armengol-Urpi (MIT), Andres Salazar-Gomez (MIT), Sanjay Emani Sarma (MIT)
Minwei Kong, Ao Qu (MIT), Xiaotong Guo, Wenbin Ouyang, Chonghe Jiang (MIT), Han Zheng, Yining Ma, Dingyi Zhuang (MIT), Yuhan Tang, Junyi Li (SMART), Hai Wang (SMU), Cathy Wu, Jinhua Zhao (MIT)
AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library
Years of Publications:
Workshop on Differentiable Learning of Combinatorial Algorithms at NeurIPS
Status:
Venue:
In Review
2025
Types of Publications:
M3S Authors:
Conference
Ao Qu (MIT), Chonghe Jiang (MIT), Dingyi Zhuang (MIT), Junyi Li (SMART), Hai Wang (SMU), Jinhua Zhao (MIT)
Rulin Shao (UW & Meta), Rui Qiao (SMART), Varsha Kishore (Allen Institute of AI), Niklas Muennighoff (Stanford), Xi Victoria Lin (Meta), Daniela Rus (MIT), Bryan Kian Hsiang Low (NUS), Sewon Min (Berkley), Wen-tau Yih (Meta), Pang Wei Koh (UW), Luke Zettlemoyer (UW & Meta).
ReasonIR: Training Retrievers for Reasoning Tasks
Years of Publications:
The 2nd Conference on Language Modeling (COLM), Montreal, Canada, 7th October, 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Rui Qiao (SMART), Daniela Rus (MIT), Bryan Kian Hsiang Low (NUS)
Juanjuan Zhao, Baichuan Mo, Nicholas S. Caros, and Jinhua Zhao (MIT)
Housing Exchange Framework to Reduce Carbon Emissions from Commuting
Years of Publications:
Nature Sustainability 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Jinhua Zhao (MIT)
Chengran Yuan, Zijian Lu, Zhanqi Zhang, Yimin Zhao, Zefan Huang, Shuo Sun (SMART), Jiawei Sun, Jiahui Li, Christina Dao Wen Lee, Dongen Li (NUS), Marcelo Ang (NUS)
PIE: Perception and Interaction Enhanced End-to-End Motion Planning for Autonomous Driving
Years of Publications:
IROS 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Shuo Sun (SMART), Dongen Li (NUS), Marcelo Ang (NUS)
Ao Qu (MIT), Yuxi Wen, Jiayi Zhang, Yunge Wen, Yibo Zhao, Alok Prakash (SMART), Andrés F. Salazar-Gómez (MIT), Paul Pu Liang (MIT), Jinhua Zhao (MIT)
ClassMind: Scaling Classroom Observation and Instructional Feedback with Multimodal AI
Years of Publications:
arXiv
Status:
Venue:
In Review
2025
Types of Publications:
M3S Authors:
Journal
Ao Qu (MIT), Alok Prakash (SMART), Andrés F. Salazar-Gómez (MIT), Paul Pu Liang (MIT), Jinhua Zhao (MIT)
Fengkang Ying (NUS), Hanwen Zhang (NUS), Haozhe Wang (SMART), Huishi Huang (NUS), Marcelo Ang (NUS)
URPlanner: A Universal Paradigm for Collision-Free Robotic Motion Planning Based on Deep Reinforcement Learning
Years of Publications:
IEEE Transactions on Robotics
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Fengkang Ying (NUS), Haozhe Wang (SMART), Huishi Huang (NUS), Marcelo Ang (NUS)
Meilin Yang, Yunhan Zheng (SMART), Shenhao Wang (UF), Xiaotong Guo, Jinhua Zhao (MIT)
Impacts of the built environment on remote work choices and preferences
Years of Publications:
Elsevier
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Yunhan Zheng (SMART), Shenhao Wang (UF), Jinhua Zhao (MIT)
Andrés Salazar-Gomez (MIT), Sanjay Sarma (MIT)
The Future of Education Series: How to Think of AI in Education
Years of Publications:
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Position Paper
Andrés Salazar-Gomez (MIT), Sanjay Sarma (MIT)
Zhaoxuan Wu (SMART), Zijian Zhou (SMART), Arun Verma (SMART), Alok Prakash (SMART), Daniela Rus (MIT), and Bryan Kian Hsiang Low (NUS)
TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding
Years of Publications:
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), Vienna, Austria, 27th July, 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Zhaoxuan Wu (SMART), Zijian Zhou (SMART), Arun Verma (SMART), Alok Prakash (SMART), Daniela Rus (MIT), Bryan Kian Hsiang Low (NUS)
Huishi Huang (co-first authors) (NUS), Haozhe Wang (co-first authors) (SMART), Chongyu Fang (NUS), Mingge Yan (NUS), Ruochen Xu (NUS), Yiyuan Zhang (NUS), Zhanchi Wang (USTC), Fenkang Ying (NUS), Jun Liu (A*STAR), Cecilia Laschi (NUS) & Marcelo Ang (NUS)
Grasping by spiraling: reproducing elephant movements with rigid-soft robot synergy
Years of Publications:
npj Robotics
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Huishi Huang (NUS), Haozhe Wang (SMART), Chongyu Fang (NUS), Mingge Yan (NUS), Fenkang Ying (NUS), Cecilia Laschi (NUS), Marcelo Ang (NUS)
Dingtong Yang (SMART), Yubin Liu (SMART), Hai Wang (SMU), Jinhua Zhao (MIT), Hamsa Balakrishnan (MIT)
Minimum Multi-Service Fleet Size Problem: Shareability Graph and Network Flow Approach
Years of Publications:
Bankoku Shinryokan, Nago, Okinawa, Japan
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Dingtong Yang (SMART), Yubin Liu (SMART), Hai Wang (SMU), Jinhua Zhao (MIT), Hamsa Balakrishnan (MIT)
Yihong Tang, Ao Qu (MIT), Xujing Yu, Weipeng Deng, Jun Ma, Jinhua Zhao (MIT), Lijun Sun
From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models
Years of Publications:
KDD UrbComp Workshop, 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Ao Qu (MIT), Jinhua Zhao (MIT)
Zijian Zhou (SMART), Ao Qu (MIT), Zhaoxuan Wu (SMART), Sunghwan Kim, Alok Prakash (SMART), Daniela Rus (MIT), Jinhua Zhao (MIT), Bryan Kian Hsiang Low (NUS), Paul Pu Liang (MIT)
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
Years of Publications:
RAM 2: Reasoning, Attention & Memory Workshop at Second Conference on Language Modeling (COLM)
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Zijian Zhou (SMART), Ao Qu (MIT), Zhaoxuan Wu (SMART), Alok Prakash (SMART), Daniela Rus (MIT), Jinhua Zhao (MIT), Bryan Kian Hsiang Low (NUS), Paul Pu Liang (MIT)
Steven Rick (MIT), Jennifer Heyman (MIT), Pablo Paredes, Matthew Hong, Thomas Malone (MIT)
How far afield should you go when being creative? Semantic area as a metric of AI’s effects on creative ideation
Years of Publications:
International Conference on Computational Creativity (ICCC), June 23 – 27, 2025, Campinas, Brazil
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Thomas Malone (MIT)
Xiaowei Gao, Xinke Jiang, Dingyi Zhuang (MIT), James Haworth, Shenhao Wang (UF), Ilya Ilyankou, Huanfa Chen
Reliable imputation of incomplete crash data for predicting driver injury severity
Years of Publications:
Elsevier
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Dingyi Zhuang (MIT), Shenhao Wang (UF)
Wang Rundong; Cheng Yanchun (NUS); Yuan Qilong; Alok Prakash (SMART); Francis EH Tay; Marcelo Ang (NUS)
RoboMT: Human-Like Compliance Control for Assembly via a Bilateral Robotic Teleoperation and Hybrid Mamba-Transformer Framework
Years of Publications:
IEEE Robotics and Automation Letters, 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Cheng Yanchun (NUS), Alok Prakash (SMART), Marcelo Ang (NUS)
Atharv Mahesh Mane (Stony Brook University), Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Sougata Sen (BITS Pilani Goa Campus), Sanjay Sarma (MIT), Archan Misra (SMU)
Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding
Years of Publications:
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2025)
Status:
Venue:
In Press
2025
Types of Publications:
M3S Authors:
Conference
Dulanga Weerakoon (SMART), Sanjay Sarma (MIT), Archan Misra (SMU)
Xinyu Chen (MIT), Dingyi Zhuang (MIT), HanQin Cai (University of Central Florida), Shenhao Wang (UF), Jinhua Zhao (MIT)
Dynamic Autoregressive Tensor Factorization for Pattern Discovery of Spatiotemporal Systems
Years of Publications:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Xinyu Chen (MIT), Dingyi Zhuang (MIT), Shenhao Wang (UF), Jinhua Zhao (MIT)
Ruth Wan Theng Chew (NUS), Quoc Phong Nguyen, Bryan Low (NUS)
BILBO: BILevel Bayesian Optimization
Years of Publications:
The 42nd International Conference on Machine Learning (ICML), Vancouver, Canada
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Bryan Low (NUS)
Jiawei Sun, Jiahui Li, Tingchen Liu, Chengran Yuan, Shuo Sun (SMART), Zefan Huang, Anthony Wong, Keng Peng Tee, Marcelo Ang (NUS)
RMP-YOLO: A Robust Motion Predictor for Partially Observable Scenarios even if You Only Look Once
Years of Publications:
ICRA 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Shuo Sun (SMART), Marcelo Ang (NSU)
Jingtan Wang (NUS), Xiaoqiang Lin (NUS), Qiao Rui (SMART), Pang Wei Koh (University of Washington), Chuan-Sheng Foo (A*Star), Bryan Low (NUS)
NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric
Years of Publications:
The 42nd International Conference on Machine Learning (ICML), Vancouver, Canada
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Xinke Jiang, Wentao Zhang, Yuchen Fang, Xiaowei Gao, Hao Chen, Haoyu Zhang, Dingyi Zhuang (MIT), Jiayuan Luo
Time Series Supplier Allocation via Deep Black-Litterman Model
Years of Publications:
AAAI, 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Dingyi Zhuang (MIT)
Arun Verma (SMART, co-first author), Zhongxiang Dai (CUHK-Shenzhen, co-first author), Xiaoqiang Lin (NUS), Patrick Jaillet (MIT), Bryan Kian Hsiang Low (NUS)
Neural Dueling Bandits: Preference-Based Optimization with Human Feedback
Years of Publications:
13th International Conference on Learning Representations (ICLR-25)
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Arun Verma (SMART), Bryan Kian Hsiang Low (NUS)
Arun Verma (SMART), Xiaoqiang Lin (NUS), Dai Zhongxiang (CUHK-Shenzhen), Daniela Rus (MIT), Bryan Kian Hsiang Low (NUS)
Active Human Feedback Collection via Neural Contextual Dueling Bandits
Years of Publications:
ICLR 2025 Workshop on Bidirectional Human-AI Alignment
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Arun Verma (SMART), Daniela Rus (MIT), Bryan Kian Hsiang Low (NUS)
Rui Qiao (SMART), Zhaoxuan Wu (SMART), Jingtan Wang (NUS & A*STAR), Pang Wei Koh (University of Washington), Bryan Kian Hsiang Low (NUS)
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
Years of Publications:
13th International Conference on Learning Representations (ICLR-25)
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Rui Qiao (SMART), Zhaoxuan Wu (SMART), Bryan Kian Hsiang Low (NUS)
Ze Yu Zhang (NUS, co-first author), Arun Verma (SMART, co-first author), Finale Doshi-Velez (Harvard University), Bryan Kian Hsiang Low (NUS)
Understanding the Relationship between Prompts and Response Uncertainty in Large Language Models
Years of Publications:
ICLR 2025 Workshop on Quantify Uncertainty and Hallucination in Foundation Models: The Next Frontier in Reliable AI
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Arun Verma (SMART), Bryan Kian Hsiang Low (NUS)
Shenhao Wang (UF), Yunhan Zheng (SMART), Guang Wang (MIT), Takahiro Yabe (MIT), Esteban Moro (MIT), Alex "Sandy" Pentland (MIT)
Infrequent activities predict economic outcomes in major American cities
Years of Publications:
Nature Cities
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Shenhao Wang (UF), Yunhan Zheng (SMART), Alex "Sandy" Pentland (MIT)
Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Joo Hwee Lim (A*STAR), Archan Misra (SMU)
NeuroViG - Integrating Event Cameras for Resource- Efficient Video Grounding
Years of Publications:
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)
Status:
Venue:
In Press
2025
Types of Publications:
M3S Authors:
Conference
Dulanga Weerakoon (SMART), Archan Misra (SMU)
Xinyu Chen (MIT), HanQin Cai (University of Central Florida), Fuqiang Liu (McGill University), Jinhua Zhao (MIT)
Correlating Time Series With Interpretable Convolutional Kernels
Years of Publications:
IEEE Transactions on Knowledge and Data Engineering
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Xinyu Chen (MIT), Jinhua Zhao (MIT)
Zhenwei Ni (NUS), Chang Xu, Zhihang Qin, Ceng Zhang, Zhiqiang Tang (SMART), Peiyi Wang (SMART), Cecilia Laschi (NUS)
Origami-Inspired Soft Gripper with Tunable Constant Force Output
Years of Publications:
IROS 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Zhenwei Ni (NUS), Zhiqiang Tang (SMART), Peiyi Wang (SMART), Cecilia Laschi (NUS)
Dingyi Zhuang (MIT), Chonghe Jiang (MIT), Yunhan Zheng (SMART), Shenhao Wang (UF), Jinhua Zhao (MIT)
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
Years of Publications:
13th International Conference on Learning Representations (ICLR-25)
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Conference
Dingyi Zhuang (MIT), Chonghe Jiang (MIT), Yunhan Zheng (SMART), Shenhao Wang (UF), Jinhua Zhao (MIT)
Ila Gokarn (SMART), Yigong Hu (University of Illinois at Urbana-Champaign), Tarek Abdelzaher (University of Illinois at Urbana-Champaign), Archan Misra (SMU)
RA-MOSAIC: Resource Adaptive Edge AI Optimization over Spatially Multiplexed Video Streams
Years of Publications:
ACM Transactions on Multimedia Computing Communications and Applications
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Ila Gokarn (SMART), Hemanth Sabella (SMU), Archan Misra (SMU)
Chengran Yuan, Zhanqi Zhang, Jiawei Sun, Shuo Sun, Zefan Huang, Christina Dao Wen Lee, Dongen Li (NUS), Yuhang Han, Anthony Wong, Keng Peng Tee, Marcelo Ang (NUS)
DRAMA: An Efficient End-to-end Motion Planner for Autonomous Driving with Mamba
Years of Publications:
Long Beach, USA
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Shuo Sun (SMART), Dongen Li (NUS), Marcelo Ang (NUS)
Shenhao Wang (UF), Baichuan Mo (MIT), Yunhan Zheng (SMART), Stephane Hess (Leeds), Jinhua Zhao (MIT)
Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark
Years of Publications:
Transportation Research Part B: Methodological (Elsevier)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Shenhao Wang (UF), Yunhan Zheng (SMART), Jinhua Zhao (MIT)
Zhaoxuan Wu (SMART), Xiaoqiang Lin (NUS), Zhongxiang Dai (CUHK-Shenzhen), Wenyang Hu (NUS), Yao Shu (Guangdong Lab of AI), See-Kiong Ng (NUS), Patrick Jaillet (MIT), Bryan Low (NUS)
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
Years of Publications:
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Zhaoxuan Wu (SMART), Bryan Low (NUS)
Darshana Rathnayake (SMU), Razat Sutradhar (Georgia State University), Abbaas Alif Mohamed Nishar (Georgia State University), Dulaj Weerakoon (SMART), Ashwin Ashok (Georgia State University), Archan Misra (SMU)
DeLiDAR: Decoupling LiDARs for Pervasive Spatial Computing
Years of Publications:
mRose 2024 Workshop, in conjunction with EWSN 2024
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Darshana Rathnayake (SMU), Dulaj Weerakoon (SMART), Archan Misra (SMU)
Zijian Zhou (SMART), Xiaoqiang Lin (NUS), Xinyi Xu (NUS), Alok Prakash (SMART), Daniela Rus (MIT), Bryan Low (NUS)
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
Years of Publications:
Annual Conference on Neural Information Processing Systems (NeurIPS)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Zijian Zhou (SMART), Alok Prakash (SMART), Daniela Rus (MIT), Bryan Low (NUS)
Michelle Vaccaro (MIT), Abdullah Almaatouq (MIT), Thomas Malone (MIT)
When combinations of humans and AI are useful: A systematic review and meta-analysis.
Years of Publications:
Nature Human Behaviour
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Thomas Malone (MIT)
Darshana Rathnayake (SMU), Meera Radhakrishnan (University of Technology Sydney), Inseok Hwang (POSTECH), and Archan Misra (SMU)
LILOC: Leveraging LiDARs for Accurate 3D Localization in Dynamic Indoor Environments
Years of Publications:
ACM Transactions on Internet of Things
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Darshana Rathnayake (SMU), Archan Misra (SMU)
Yunhan Zheng (SMART), David Keith(University of Melbourne) Shenhao Wang (UF), Mi Diao (Tongji), and Jinhua Zhao (MIT)
Effects of electric vehicle charging stations on the economic vitality of local businesses
Years of Publications:
Nature Communications
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Yunhan Zheng (SMART), Shenhao Wang (UF), Jinhua Zhao (MIT)
Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Joo Hwee Lim (A*STAR), Archan Misra (SMU)
CAS: Fusing DNN Optimization & Adaptive Sensing for Energy-Efficient Multi-Modal Inference
Years of Publications:
IEEE Robotics and Automation Letters
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Dulanga Weerakoon (SMART), Archan Misra (SMU)
Alice Cai, Thomas Malone (MIT), Yanxia Zhang, Alexandre Filipowicz, Matthew Hong, Steven Rick (MIT), Heishiro Toyoda
System and method for visual content generation and iteration.
Years of Publications:
Status:
Venue:
2024
Types of Publications:
M3S Authors:
Patents
Thomas Malone (MIT)
Darshana Rathnayake (SMU), Hemanth Sabella (SMU), Meera Radhakrishnan (University of Technology Sydney), Archan Misra (SMU)
D2SR: Decentralized Detection, De-Synchronization, and Recovery of LiDAR Interference
Years of Publications:
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Darshana Rathnayake (SMU), Hemanth Sabella (SMU), Archan Misra (SMU)
Xiaoqiang Lin (NUS, co-first author), Zhaoxuan Wu (SMART, co-first author), Zhongxiang Dai (MIT), Wenyang Hu (NUS), Yao Shu (Guangdong Lab of AI), See-Kiong Ng (NUS), Patrick Jaillet (MIT), Bryan Low (NUS)
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers.
Years of Publications:
The 41st International Conference on Machine Learning (ICML)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Zhaoxuan Wu (SMART), Bryan Low (NUS)
Jennifer Heyman (MIT), Steven Rick (MIT), Glanni Glacomelli (MIT), Haoren Wen (MIT), Robert Laubacher (MIT), Nancy Taubenslag (MIT), Max Knicker (Ecole Polytechnique), Younes Jeddi (Mohammed VI Polytechnic University), Pranav Ragupathy (MIT), Jared Curhan (MIT), Thomas Malone (MIT)
Supermind Ideator: How Scaffolding Human-AI Collaboration Can Increase Creativity
Years of Publications:
Venue: CI '24: Proceedings of the ACM Collective Intelligence Conference
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Thomas Malone (MIT)
Zhiliang Chen (NUS), Chuan Sheng Foo (A*STAR), Bryan Low (NUS)
Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components
Years of Publications:
The 41st International Conference on Machine Learning (ICML), Vienna, Austria
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Bryan Low (NUS)
Shuo Sun; Zekai Gu; Tianchen Sun; Jiawei Sun; Chengran Yuan; Yuhang Han, Dongen Li & Marcelo Ang
DriveSceneGen: Generating Diverse and Realistic Driving Scenarios From Scratch
Years of Publications:
ICRA 2025
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Shuo Sun (SMART), Dongen Li (NUS), Marcelo Ang (NUS)
Dulanga Weerakoon (SMART), Vigneshwaran Subbaraju (A*STAR), Joo Hwee Lim (A*STAR), Archan Misra (SMU)
Poster: Towards Efficient Spatio-Temporal Video Grounding in Pervasive Mobile Devices
Years of Publications:
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Dulanga Weerakoon (SMART), Archan Misra (SMU)
Quoc Phong Nguyen (Deakin University), Bryan Low (NUS), Patrick Jaillet (MIT)
Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian Processes
Years of Publications:
The 12th International Conference on Learning Representations (ICLR)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Bryan Low (NUS)
Jie Gao (SMART), Simret Araya Gebreegziabher (University of Notre Dame), Kenny Tsu Wei Choo (SUTD), Toby Jia-Jun Li (University of Notre Dame), Simon Tangi Perrault (SUTD), Thomas W Malone (MIT)
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration
Years of Publications:
CHI'24: ACM Conference on Human Factors in Computing Systems
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Jie Gao (SMART) , Thomas W Malone (MIT)
Zhenfeng He (NUS), Yao Shu (Guangdong Lab of AI), Zhongxiang Dai (MIT), Bryan Low (NUS)
Robustifying and Boosting Training-Free Neural Architecture Search
Years of Publications:
The 12th International Conference on Learning Representations (ICLR)
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Conference
Bryan Low (NUS)
Yunhan Zheng (SMART), Shenhao Wang (UF), Lun Liu (PKU), Jim Aloisi (MIT), and Jinhua Zhao (MIT)
Impacts of remote work on vehicle miles traveled and transit ridership in the USA
Years of Publications:
Nature Cities
Status:
Venue:
Published
2024
Types of Publications:
M3S Authors:
Journal
Shenhao Wang (UF), Yunhan Zheng (SMART), Jinhua Zhao (MIT)
Baichuan Mo, Yunhan Zheng (SMART), Xiaotong Guo, Ruoyun Ma, Jinhua Zhao (MIT)
Robust Binary and Multinomial Logit Models for Classification with Data Uncertainties
Years of Publications:
European Journal of Operational Research, 2025
Status:
Venue:
Published
2025
Types of Publications:
M3S Authors:
Journal
Yunhan Zheng (SMART), Jinhua Zhao (MIT)
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