Wei Xia

Orcid: 0009-0004-1073-1533

Affiliations:

Amazon, Seattle, WA, USA
National University of Singapore, Singapore (PhD 2014)

According to our database¹, Wei Xia authored at least 39 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Asymmetric Actor-Critic for Multi-turn LLM Agents.

[BibT_eX]

[DOI]

CoRR, April, 2026

Learning When to Attend: Conditional Memory Access for Long-Context LLMs.

[BibT_eX]

[DOI]

CoRR, March, 2026

Reinforcement-aware Knowledge Distillation for LLM Reasoning.

[BibT_eX]

[DOI]

CoRR, February, 2026

Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes.

[BibT_eX]

[DOI]

CoRR, January, 2026

2025

Gated KalmaNet: A Fading Memory Layer Through Test-Time Ridge Regression.

[BibT_eX]

[DOI]

CoRR, November, 2025

Experience-Guided Adaptation of Inference-Time Reasoning Strategies.

[BibT_eX]

[DOI]

CoRR, November, 2025

Learning to Focus: Focal Attention for Selective and Scalable Transformers.

[BibT_eX]

[DOI]

Dhananjay Ram

Wei Xia

Stefano Soatto

CoRR, November, 2025

Re-FORC: Adaptive Reward Prediction for Efficient Chain-of-Thought Reasoning.

[BibT_eX]

[DOI]

CoRR, November, 2025

e1: Learning Adaptive Control of Reasoning Effort.

[BibT_eX]

[DOI]

CoRR, October, 2025

LATTS: Locally Adaptive Test-Time Scaling.

[BibT_eX]

[DOI]

CoRR, September, 2025

Maximally-Informative Retrieval for State Space Model Generation.

[BibT_eX]

[DOI]

CoRR, June, 2025

Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Neuro-symbolic Systems, 2025

2024

Elodi: Ensemble Logit Difference Inhibition for Positive-Congruent Training.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

A Full-duplex Speech Dialogue Scheme Based On Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

A Full-duplex Speech Dialogue Scheme Based On Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Snakes and Ladders: Accelerating SSM Inference with Speculative Decoding.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2023

Harnessing Unrecognizable Faces for Improving Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Towards Regression-Free Neural Networks for Diverse Compute Platforms.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Unsupervised and Semi-supervised Bias Benchmarking in Face Recognition.

[BibT_eX]

[DOI]

Alexandra Chouldechova

Proceedings of the Computer Vision - ECCV 2022, 2022

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MeMOT: Multi-Object Tracking with Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Semi-TCL: Semi-Supervised Track Contrastive Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Harnessing Unrecognizable Faces for Face Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2021

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2021

Long Short-Term Transformer for Online Action Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On Improving Temporal Consistency for Online Face Liveness Detection System.

[BibT_eX]

[DOI]

Xiang Xu

Yuanjun Xiong

Wei Xia

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Learning Self-Consistency for Deepfake Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Hierarchical Graph Neural Networks for Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Positive-Congruent Training: Towards Regression-Free Model Updates.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Compatibility-Aware Heterogeneous Visual Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning to Recognize Patch-Wise Consistency for Deepfake Detection.

[BibT_eX]

[DOI]

CoRR, 2020

SMOT: Single-Shot Multi Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2020

3D-Aided Data Augmentation for Robust Face Understanding.

[BibT_eX]

[DOI]

Yifan Xing

Yuanjun Xiong

Wei Xia

CoRR, 2020

On Improving Temporal Consistency for Online Face Liveness Detection.

[BibT_eX]

[DOI]

Xiang Xu

Yuanjun Xiong

Wei Xia

CoRR, 2020

Towards Causal Benchmarking of Bias in Face Analysis Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Backward-Compatible Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

WIDER Face and Pedestrian Challenge 2018: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2019

Wei Xia

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...