activity
20242026
collaborators

17 papers

astro-ph.HE2026

Detection of possible burst oscillation in the neutron star low-mass X-ray binary 4U 1323-62

Manoj Mandal, Sachindra Naik

Burst oscillations observed during thermonuclear X-ray bursts arise from asymmetric brightness patterns on the neutron star surface and provide a direct probe of the neutron star s…

cs.CV2026

An Extensive Benchmark for Single-round and Multi-round Instruction-based Image Editing

Yiwei Ma, Ke Ye, Weihuang Lin +4

In recent years, there have been notable advancements in the area of instruction-based image editing (IIE), which focuses on the automatic alteration of input images using a model.…

cs.IR2026

CFALR: Collaborative Filtering-Augmented Large Language Model for Personalized Fashion Outfit Recommendation

Yujuan Ding, Junrong Liao, Yunshan Ma +4

Personalized outfit recommendation poses a significant challenge in e-commerce and social media platforms, requiring systems that balance user preferences with aesthetic compatibil…

cs.LG2026

Less Approximates More: Harmonizing Performance and Confidence Faithfulness via Hybrid Post-Training for High-Stakes Tasks

Haokai Ma, Lee Yan Zhen, Gang Yang +3

Large language models are increasingly deployed in high-stakes tasks, where confident yet incorrect inferences may cause severe real-world harm, bringing the previously overlooked…

q-fin.ST2026

Reasoning on Time-Series for Financial Technical Analysis

Kelvin J. L. Koa, Jan Chen, Yunshan Ma +2

While Large Language Models have been used to produce interpretable stock forecasts, they mainly focus on analyzing textual reports but not historical price data, also known as Tec…

cs.LG2026

ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting

Haoxuan Li, He Chang, Yunshan Ma +4

Event forecasting is inherently influenced by multifaceted considerations, including international relations, regional historical dynamics, and cultural contexts. However, existing…