TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Lihuan, Wongso, Wilson, Chen, Baiyu, Xue, Hao, Yang, Ruiyi, Duan, Yifan, Lin, Xiachong, Song, Yang, Salim, Flora |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation
by: Wongso, Wilson, et al.
Published: (2026)
by: Wongso, Wilson, et al.
Published: (2026)
Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks
by: Wongso, Wilson, et al.
Published: (2025)
by: Wongso, Wilson, et al.
Published: (2025)
AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
by: Chen, Baiyu, et al.
Published: (2026)
by: Chen, Baiyu, et al.
Published: (2026)
GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction
by: Duan, Yifan, et al.
Published: (2026)
by: Duan, Yifan, et al.
Published: (2026)
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning
by: Yang, Ruiyi, et al.
Published: (2026)
by: Yang, Ruiyi, et al.
Published: (2026)
Multi-Stage Verification-Centric Framework for Mitigating Hallucination in Multi-Modal RAG
by: Chen, Baiyu, et al.
Published: (2025)
by: Chen, Baiyu, et al.
Published: (2025)
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation
by: Li, Lihuan, et al.
Published: (2024)
by: Li, Lihuan, et al.
Published: (2024)
COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition
by: Chen, Baiyu, et al.
Published: (2025)
by: Chen, Baiyu, et al.
Published: (2025)
GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
by: Wongso, Wilson, et al.
Published: (2024)
by: Wongso, Wilson, et al.
Published: (2024)
HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation
by: Li, Lihuan, et al.
Published: (2025)
by: Li, Lihuan, et al.
Published: (2025)
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding
by: Yang, Ruiyi, et al.
Published: (2024)
by: Yang, Ruiyi, et al.
Published: (2024)
ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents
by: Li, Zechen, et al.
Published: (2025)
by: Li, Zechen, et al.
Published: (2025)
TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation
by: Ju, Chenlu, et al.
Published: (2025)
by: Ju, Chenlu, et al.
Published: (2025)
Vision-based Multi-future Trajectory Prediction: A Survey
by: Huang, Renhao, et al.
Published: (2023)
by: Huang, Renhao, et al.
Published: (2023)
RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA
by: Yang, Ruiyi, et al.
Published: (2025)
by: Yang, Ruiyi, et al.
Published: (2025)
MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
by: Yang, Ruiyi, et al.
Published: (2026)
by: Yang, Ruiyi, et al.
Published: (2026)
Optimizing Electric Vehicle Charging Station Locations: A Data-driven System with Multi-source Fusion
by: Li, Lihuan, et al.
Published: (2025)
by: Li, Lihuan, et al.
Published: (2025)
When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMs
by: Chen, Baiyu, et al.
Published: (2025)
by: Chen, Baiyu, et al.
Published: (2025)
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
by: Yang, Ruiyi, et al.
Published: (2025)
by: Yang, Ruiyi, et al.
Published: (2025)
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
by: Yang, Ruiyi, et al.
Published: (2025)
by: Yang, Ruiyi, et al.
Published: (2025)
Mechanistic Indicators of Steering Effectiveness in Large Language Models
by: Jafari, Mehdi, et al.
Published: (2026)
by: Jafari, Mehdi, et al.
Published: (2026)
DeepLévy: Learning Heavy-Tailed Uncertainty in Highly Volatile Time Series
by: Yang, Yang, et al.
Published: (2026)
by: Yang, Yang, et al.
Published: (2026)
STOAT: Spatial-Temporal Probabilistic Causal Inference Network
by: Yang, Yang, et al.
Published: (2025)
by: Yang, Yang, et al.
Published: (2025)
MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings
by: Khaokaew, Yonchanok, et al.
Published: (2023)
by: Khaokaew, Yonchanok, et al.
Published: (2023)
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis
by: Tian, Feng, et al.
Published: (2025)
by: Tian, Feng, et al.
Published: (2025)
Electric Vehicle Charging Load Modeling: A Survey, Trends, Challenges and Opportunities
by: Lin, Xiachong, et al.
Published: (2025)
by: Lin, Xiachong, et al.
Published: (2025)
Exploring Capabilities of Time Series Foundation Models in Building Analytics
by: Lin, Xiachong, et al.
Published: (2024)
by: Lin, Xiachong, et al.
Published: (2024)
BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics
by: Lin, Xiachong, et al.
Published: (2024)
by: Lin, Xiachong, et al.
Published: (2024)
A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings
by: Lin, Xiachong, et al.
Published: (2024)
by: Lin, Xiachong, et al.
Published: (2024)
Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
by: Tan, Yue, et al.
Published: (2025)
by: Tan, Yue, et al.
Published: (2025)
ViLCo-Bench: VIdeo Language COntinual learning Benchmark
by: Tang, Tianqi, et al.
Published: (2024)
by: Tang, Tianqi, et al.
Published: (2024)
BERT4Traj: Transformer Based Trajectory Reconstruction for Sparse Mobility Data
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
WorkR: Occupation Inference for Intelligent Task Assistance
by: Khaokaew, Yonchanok, et al.
Published: (2024)
by: Khaokaew, Yonchanok, et al.
Published: (2024)
UrbanVerse: Learning Urban Region Representation Across Cities and Tasks
by: Sun, Fengze, et al.
Published: (2026)
by: Sun, Fengze, et al.
Published: (2026)
Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction
by: Liu, Yunzhi, et al.
Published: (2025)
by: Liu, Yunzhi, et al.
Published: (2025)
BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics
by: Prabowo, Arian, et al.
Published: (2024)
by: Prabowo, Arian, et al.
Published: (2024)
Large Language Models for Next Point-of-Interest Recommendation
by: Li, Peibo, et al.
Published: (2024)
by: Li, Peibo, et al.
Published: (2024)
HyperTokens: Controlling Token Dynamics for Continual Video-Language Understanding
by: Nguyen, Toan, et al.
Published: (2026)
by: Nguyen, Toan, et al.
Published: (2026)
TrajTok: Learning Trajectory Tokens enables better Video Understanding
by: Zheng, Chenhao, et al.
Published: (2026)
by: Zheng, Chenhao, et al.
Published: (2026)
Prompt Mining for Language-based Human Mobility Forecasting
by: Xue, Hao, et al.
Published: (2024)
by: Xue, Hao, et al.
Published: (2024)
Similar Items
-
TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation
by: Wongso, Wilson, et al.
Published: (2026) -
Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks
by: Wongso, Wilson, et al.
Published: (2025) -
AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
by: Chen, Baiyu, et al.
Published: (2026) -
GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction
by: Duan, Yifan, et al.
Published: (2026) -
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning
by: Yang, Ruiyi, et al.
Published: (2026)