LJ
Liangze Jiang
cs.LGcs.SYeess.SYcs.CLcs.CVmath.OC
On Valency
published · living versionsW_chmx6z4e·v1 · currentpublished
Language Models Can Benefit from Domain-Specific Inductive Biases
with Damien Teney, Zachary Shinnick, Hemanth Saratchandran, Simon Lucey
1 version
Preprints & journals
10 papers in the corpus · 2022–2026Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks2607.17624v1 · Damien Teney, Liangze Jiang, Hemanth Saratchandran et al.2026 · 0 citationsarXiv
Procedural Pretraining: Warming Up Language Models with Abstract Data2601.21725v2 · Liangze Jiang, Zachary Shinnick, Anton van den Hengel et al.2026 · 0 citationsarXiv
Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning2505.22308v1 · Zachary Shinnick, Liangze Jiang, Hemanth Saratchandran et al.2025 · 0 citationsarXiv
Optimal Output Synchronization of Euler-Lagrange Systems With Uncertain Time-Varying Quadratic Cost Functions.40036467 · Jiang, Liangze, Wu, Zheng-Guang, Wang, Lei et al.2025 · 4 citationsIEEE transactions on cybernetics. 2025;55(4):1648-1658
Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild2503.10065v1 · Damien Teney, Liangze Jiang, Florin Gogianu et al.2025 · 0 citationsarXiv
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?2410.02735v2 · Liangze Jiang, Damien Teney2024 · 0 citationsarXiv
Distributed Adaptive Time-Varying Optimization with Global Asymptotic Convergence2407.20897v2 · Liangze Jiang, Zheng-Guang Wu, Lei Wang2024 · 10 citationsarXiv
Unraveling the Key Components of OOD Generalization via Diversification2312.16313v3 · Harold Benoit, Liangze Jiang, Andrei Atanov et al.2023 · 1 citationarXiv
Distributed Continuous-Time Optimization with Uncertain Time-Varying Quadratic Cost Functions2310.13541v2 · Liangze Jiang, Zheng-Guang Wu, Lei Wang2023 · 10 citationsarXiv
Test-Time Robust Personalization for Federated Learning2205.10920v4 · Liangze Jiang, Tao Lin2022 · 14 citationsarXiv
Career total: 17 works. 10 are in this corpus.
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