Yuxin Chang

13 papers A 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
KeyGeoFusion: A multi-modal keypoint and geometry-aware framework for small and distant 3D object detection in sparse point clouds.
Neurocomputing
Cheng Ju, Yuansha Xie, Juan Duan, Yuxin Chang, Mengdie Wu
2026 J jnl
STGFormer: A pyramidal spatio-temporal graph transformer with cross-disciplinary feature fusion for semantic-rich trajectory prediction in heterogeneous autonomy traffic.
Expert Syst. Appl.
Cheng Ju, Yuansha Xie, Zhongrong Wang, Yu Zhao, Wenyao Yan, Rongjun Chai, Juan Duan, Yali Cao, Yuxin Chang
2025 J jnl
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
CoRR
Coen Adler, Yuxin Chang, Felix Draxler, Samar Abdi, Padhraic Smyth
2025 J jnl
LS-YOLO: A Lightweight, Real-Time YOLO-Based Target Detection Algorithm for Autonomous Driving Under Adverse Environmental Conditions.
IEEE Access
Cheng Ju, Yuxin Chang, Yuansha Xie, Dina Li
2024 J jnl
Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation Learning.
CoRR
Jie Chen, Pengfei Ou, Yuxin Chang, Hengrui Zhang, Xiao-Yan Li, Edward H. Sargent, Wei Chen
2024 J jnl
Deep Linear Hawkes Processes.
CoRR
Yuxin Chang, Alex Boyd, Cao Xiao, Taha A. Kass-Hout, Parminder Bhatia, Padhraic Smyth, Andrew Warrington
2024 — conf
Neural Network Algorithm for Solving Nonlinear Equation Systems.
ICSI
Yuxin Chang, Xinming Zhang
2024 A conf
Probabilistic Modeling for Sequences of Sets in Continuous-Time.
AISTATS
Yuxin Chang, Alex J. Boyd, Padhraic Smyth
2023 A conf
Inference for mark-censored temporal point processes.
UAI
Alex Boyd, Yuxin Chang, Stephan Mandt, Padhraic Smyth
2023 J jnl
Probabilistic Modeling for Sequences of Sets in Continuous-Time.
CoRR
Yuxin Chang, Alex Boyd, Padhraic Smyth
2023 A conf
Probabilistic Querying of Continuous-Time Event Sequences.
AISTATS
Alex Boyd, Yuxin Chang, Stephan Mandt, Padhraic Smyth
2023 — conf
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations.
MLHC
Hyungrok Do, Yuxin Chang, Yoon-Sang Cho, Padhraic Smyth, Judy Zhong
2022 J jnl
Probabilistic Querying of Continuous-Time Event Sequences.
CoRR
Alex Boyd, Yuxin Chang, Stephan Mandt, Padhraic Smyth