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researcher

Yingyan Hou

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.IR1
  • cs.LG1
  • cs.RO1
ORCID 0000-0002-2789-8581

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedMetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain

2 citations · 2 across the 4 of their papers we have counts for

collaborators

4 papers

cs.AI2025

Model Evolution Framework with Genetic Algorithm for Multi-Task Reinforcement Learning

Yan Yu, Wengang Zhou, Yaodong Yang +3

Multi-task reinforcement learning employs a single policy to complete various tasks, aiming to develop an agent with generalizability across different scenarios. Given the shared c…

cs.LG2024

C2INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention

Xiaohe Li, Feilong Huang, Zide Fan +4

Trajectory prediction for multi-agents in complex scenarios is crucial for applications like autonomous driving. However, existing methods often overlook environmental biases, whic…

cs.RO2024★ 2 cited

MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain

Xiaohe Li, Feilong Huang, Zide Fan +4

Trajectory prediction has garnered widespread attention in different fields, such as autonomous driving and robotic navigation. However, due to the significant variations in trajec…

cs.IR2023

Model-enhanced Vector Index

Hailin Zhang, Yujing Wang, Qi Chen +16

Embedding-based retrieval methods construct vector indices to search for document representations that are most similar to the query representations. They are widely used in docume…

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