Flora D. Salim

Recent activity

1. 2026 ACL Long Context Modeling with Ranked Memory-Augmented Retrieval
2. 2026 ACL SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization
3. 2026 ACL Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
4. 2026 ACL ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents
5. 2026 ICLR DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning
6. 2026 NeurIPS AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
7. 2026 NeurIPS Beyond High and Low: Evaluating Graded Cognitive Diversity in LLM Persona Simulations
8. 2026 NeurIPS Discovering Programmatic Policies from Reinforcement Learning-Based Traffic Signal Controllers
9. 2026 NeurIPS FOGO: Forgetting-aware Orthogonalization Optimizer
10. 2026 NeurIPS GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
11. 2026 NeurIPS MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
12. 2026 NeurIPS Out-of-Distribution Detection in Continual Learning
13. 2026 NeurIPS Where Root Cause Analysis Fails: A Retrieval-Reranking Decomposition
14. 2026 Committee Area chair, ICLR 2026
15. 2026 Committee Outstanding reviewer, ICML 2026
16. 2025 EMNLP SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition
17. 2025 NeurIPS Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
18. 2025 NeurIPS Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization
19. 2025 Committee Area chair, ICLR 2025
20. 2025 Committee Area chair, NeurIPS 2025

Publications 24

2026

• ACL Long Context Modeling with Ranked Memory-Augmented Retrieval Ghadir Alselwi, Hao Xue, Shoaib Jameel, Basem Suleiman, Flora D. Salim, Imran Razzak
• ACL SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization Last author Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim
• ACL Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models Last author Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, and 8 others
• ACL ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents Last author Zechen Li, Baiyu Chen, Hao Xue, Flora D. Salim
• ICLR DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning Last author jiayi li, Flora Salim
• NeurIPS AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild Last author Baiyu Chen, Zechen Li, Wilson Wongso, Lihuan Li, Xiachong LIN, Hao Xue, Benjamin Tag, Flora Salim
• NeurIPS Beyond High and Low: Evaluating Graded Cognitive Diversity in LLM Persona Simulations Last author Sion Weatherhead, Ben R Newell, Aaron Belbasis, Flora Salim
• NeurIPS Discovering Programmatic Policies from Reinforcement Learning-Based Traffic Signal Controllers Lindong Xie, Yang Zhang, Beiyu Song, XING Zeren, Flora Salim, Edward Chung
• NeurIPS FOGO: Forgetting-aware Orthogonalization Optimizer Last author Toan Nguyen, Yang Liu, Trung Le, Celso de Melo, Flora Salim
• NeurIPS GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring Zechen Li, Keerthana Natarajan, Weizhi Zhang, Simon Lee, Yuwei Zhang, Max Xu, and 8 others
• NeurIPS MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs Last author Ruiyi Yang, Zechen Li, Hao Xue, Imran Razzak, Flora Salim
• NeurIPS Out-of-Distribution Detection in Continual Learning Nimeshika Udayangani, Sarah Erfani, Flora Salim, Christopher Leckie
• NeurIPS Where Root Cause Analysis Fails: A Retrieval-Reranking Decomposition Last author Hada M Muhammad, Luan Pham, Laure Barrière, Sachin Shetty, Leonardo Pulga, Flora Salim

2025

• EMNLP SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition Last author Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim
• NeurIPS Bisecle: Binding and Separation in Continual Learning for Video Language Understanding Last author Yue Tan, Xiaoqian Hu, Hao Xue, Celso de Melo, Flora D. Salim
• NeurIPS Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization Xiaoling Zhou, Mingjie Zhang, Zhemg Lee, Yuncheng Hua, Chengli Xing, Wei Ye, Flora D. Salim, Shikun Zhang

2024

• ICLR AttEXplore: Attribution for Explanation with model parameters eXploration Last author Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Jason Xue, Flora D. Salim
• IJCAI Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint) Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Luxing Yang, Gang Li
• NeurIPS Building Timeseries Dataset: Empowering Large-Scale Building Analytics Last author Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Emily W. Yap, Matthew Amos, Flora D. Salim
• NeurIPS ViLCo-Bench: VIdeo Language COntinual learning Benchmark Last author Tianqi Tang, Shohreh Deldari, Hao Xue, Celso de Melo, Flora D. Salim

2022

• AAAI Event-Aware Multimodal Mobility Nowcasting Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
• IJCAI Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention Last author Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, and 3 others

2021

• NeurIPS FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, and 10 others
• NeurIPS MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction Hao Xue, Flora D. Salim, Yongli Ren, Nuria Oliver

Service

Reviewer AAAI · ACL · EMNLP · ICLR · ICML · IJCAI · NeurIPS

• 2026 ICLR Area chair
• 2026 ICML Outstanding reviewer
• 2025 ICLR Area chair
• 2025 NeurIPS Area chair
• 2024 NeurIPS Area chair
• 2023 NeurIPS Area chair

Editorial roles and awards

• 2025- Nature Scientific Data^† Editor
• Machine Learning (journal)^† Editorial Board Member
• ACM Transactions on Intelligent Systems and Technology (TIST)^† Editorial Board Member
• ACM Transactions on Spatial Algorithms and Systems (TSAS)^† Editorial Board Member
• PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)^† Editorial Board Member
• IEEE Pervasive Computing^† Associate Editor-in-Chief
• 2019-2020 Alexander von Humboldt Foundation^† Humboldt Fellowship (Experienced Researcher)

† Listed on the researcher's own page.