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Munan Ning

9 papers hereh-index 103k citations17 works total

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

author position
  • middle author6

Across the 6 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.CL2

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedWISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation

4 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2026★ 2 cited

LLMBind: A Unified Modality-Task Integration Framework

Bin Zhu, Munan Ning, Peng Jin +7

Despite recent progress in Multi-Modal Large Language Models (MLLMs), it remains challenging to integrate diverse tasks ranging from pixel-level perception to high-fidelity generat…

cs.CL2025

GPT as a Monte Carlo Language Tree: A Probabilistic Perspective

Kun-Peng Ning, Jia-Yu Yao, Yu-Yang Liu +2

Large Language Models (LLMs), such as GPT, are considered to learn the latent distributions within large-scale web-crawl datasets and accomplish natural language processing (NLP) t…

cs.CL2024

LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples

Jia-Yu Yao, Kun-Peng Ning, Zhen-Hui Liu +3

Large Language Models (LLMs), including GPT-3.5, LLaMA, and PaLM, seem to be knowledgeable and able to adapt to many tasks. However, we still cannot completely trust their answers,…

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