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Tianhui Song

4 papers hereh-index 3500 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

fields
  • cs.CV2
  • astro-ph.IM1
  • cs.CL1

identity via Semantic Scholar / OpenAlex

most citedKimi K2.5: Visual Agentic Intelligence

2 citations · 2 across the 2 of their papers we have counts for

collaborators

4 papers

cs.CL2026★ 2 cited

Kimi K2.5: Visual Agentic Intelligence

Kimi Team, Tongtong Bai, Yifan Bai +339

We introduce Kimi K2.5, an open-source multimodal agentic model designed to advance general agentic intelligence. K2.5 emphasizes the joint optimization of text and vision so that…

cs.CV2026

Towards Pixel-Level VLM Perception via Simple Points Prediction

Tianhui Song, Haoyu Lu, Hao Yang +8

We present SimpleSeg, a strikingly simple yet highly effective approach to endow Multimodal Large Language Models (MLLMs) with native pixel-level perception. Our method reframes se…

astro-ph.IM2025

AstroMMBench: A Benchmark for Evaluating Multimodal Large Language Models Capabilities in Astronomy

Jinghang Shi, Xiaoyu Tang, Yang Huang +4

Astronomical image interpretation presents a significant challenge for applying multimodal large language models (MLLMs) to specialized scientific tasks. Existing benchmarks focus…

cs.CV2025

Kimi-VL Technical Report

Kimi Team, Angang Du, Bohong Yin +92

We present Kimi-VL, an efficient open-source Mixture-of-Experts (MoE) vision-language model (VLM) that offers advanced multimodal reasoning, long-context understanding, and strong…

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