Sichao Li

15 papers A* 1B 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Diverse explanations from data-driven and domain-driven perspectives in the physical sciences.
Mach. Learn. Sci. Technol.
Sichao Li, Xin Wang, Amanda S. Barnard
2025 J jnl
Evaluating LLM Understanding via Structured Tabular Decision Simulations.
CoRR
Sichao Li, Xinyue Xu, Xiaomeng Li
2025 J jnl
FaithAct: Faithfulness Planning and Acting in MLLMs.
CoRR
Junxian Li, Xinyue Xu, Sai Ma, Sichao Li
2024 J jnl
Automated architectural space layout planning using a physics-inspired generative design framework.
CoRR
Zhipeng Li, Sichao Li, Geoff Hinchcliffe, Noam Maitless, Nick Birbilis
2024 J jnl
Diverse Explanations from Data-driven and Domain-driven Perspectives for Machine Learning Models.
CoRR
Sichao Li, Amanda S. Barnard
2024 J jnl
EXAGREE: Towards Explanation Agreement in Explainable Machine Learning.
CoRR
Sichao Li, Quanling Deng, Amanda S. Barnard
2024 A* conf
Exploring the cloud of feature interaction scores in a Rashomon set.
ICLR
Sichao Li, Rong Wang, Quanling Deng, Amanda S. Barnard
2024 J jnl
Practical Attribution Guidance for Rashomon Sets.
CoRR
Sichao Li, Amanda S. Barnard, Quanling Deng
2023 J jnl
Exploring the cloud of feature interaction scores in a Rashomon set.
CoRR
Sichao Li, Rong Wang, Quanling Deng, Amanda S. Barnard
2023 J jnl
Simultaneous prediction of hand gestures, handedness, and hand keypoints using thermal images.
CoRR
Sichao Li, Sean Banerjee, Natasha Kholgade Banerjee, Soumyabrata Dey
2023 B conf
Variance Tolerance Factors For Interpreting All Neural Networks.
IJCNN
Sichao Li, Amanda S. Barnard
2022 — conf
Optimization-Free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts Using Multi-target Machine Learning.
ICCS (1)
Sichao Li, Jonathan Y. C. Ting, Amanda S. Barnard
2022 J jnl
The impact of domain-driven and data-driven feature selection on the inverse design of nanoparticle catalysts.
J. Comput. Sci.
Sichao Li, Jonathan Y. C. Ting, Amanda S. Barnard
2022 J jnl
Variance Tolerance Factors For Interpreting Neural Networks.
CoRR
Sichao Li, Amanda S. Barnard
2020 — conf
Comparing Three Data Representations for Music with a Sequence-to-Sequence Model.
Australasian Conference on Artificial Intelligence
Sichao Li, Charles Patrick Martin