conftrace_

Songning Lai

4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) IJCAI (1) NIPS (1)

Top co-authors

Lijie Hu (2) Di Wang (2) Chengyue Wang (1) Hongbin Lin (1) Bonan Wang (1) Jiemin Wu (1) Ninghui Feng (1) Laure Berti-Equille (1) Chengzhong Xu (1) Bo Gao (1)

Keywords

causal inference (1) autonomous driving (1) trajectory prediction (1) medical image analysis (1) saliency map (1) spurious correlation (1) concept alignment (1) neural symbolic reasoning (1)

Papers

IMTS is Worth Time $\times$ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction ICML 2025 Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction IJCAI 2025 Towards Multi-dimensional Explanation Alignment for Medical Classification NIPS 2024 Faithful Vision-Language Interpretation via Concept Bottleneck Models ICLR 2024