2 citations · 2 across the 8 of their papers we have counts for
9 papers
ISO-Bench: Benchmarking Multimodal Causal Reasoning in Visual-Language Models through Procedural Plans
Ananya Sadana, Yash Kumar Lal, Jiawei Zhou
Understanding causal relationships across modalities is a core challenge for multimodal models operating in real-world environments. We introduce ISO-Bench, a benchmark for evaluat…
Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices
Chi Liu, Zhezhuang Xu, Jiawei Zhou +3
Green buildings (GBs) with renewable energy and building energy management systems (BEMS) enable efficient energy use and support sustainable development. Electric vehicles (EVs),…
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models
Zhengyang Shan, Emily Ruth Diana, Jiawei Zhou
We present a comprehensive evaluation of gender fairness in large language models (LLMs), focusing on their ability to handle both binary and non-binary genders. While previous stu…
Dynamic Token Reweighting for Robust Vision-Language Models
Tanqiu Jiang, Jiacheng Liang, Rongyi Zhu +3
Large vision-language models (VLMs) are highly vulnerable to multimodal jailbreak attacks that exploit visual-textual interactions to bypass safety guardrails. In this paper, we pr…
LDC: Learning to Generate Research Idea with Dynamic Control
Ruochen Li, Liqiang Jing, Chi Han +2
Recent advancements in large language models (LLMs) have demonstrated their potential in automating the scientific research ideation. Existing approaches primarily focus on prompti…
An upper bound for the Lusternik-Schnirelmann category of relative Sullivan algebras
Jiawei Zhou
This paper addresses a question posed by Félix, Halperin and Thomas. We prove that the Lusternik-Schnirelmann category of a relative Sullivan algebra is finite if such invariants o…
Quick Back-Translation for Unsupervised Machine Translation
Benjamin Brimacombe, Jiawei Zhou
The field of unsupervised machine translation has seen significant advancement from the marriage of the Transformer and the back-translation algorithm. The Transformer is a powerfu…
Formality of Sphere Bundles
Jiawei Zhou
We study the formality of orientable sphere bundles over connected compact manifolds. When the base manifold is formal, we prove that the formality of the bundle is equivalent to t…
Global existence and optimal decay rate of the classical solution to 3-D Radiative Hydrodynamics with and without Heat Conductivity
Guiqiong Gong, Boran Zhu, Jiawei Zhou
The classical solution of the 3-D radiative hydrodynamics model is studied in -norm under two different conditions, with and without heat conductivity. We have proved the foll…