Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement

Yuchen Ren, Zhengyu Zhao, Chenhao Lin +4

Toward Understanding BERT-Like Pre-Training for DNA Foundation Models

Chaoqi Liang, Lifeng Qiao, Peng Ye +9

Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models

Haonan He, Yuchen Ren, Yining Tang +12

COMET: Benchmark for Comprehensive Biological Multi-omics Evaluation Tasks and Language Models

Yuchen Ren, Wenwei Han, Qianyuan Zhang +13

Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path

Yuchen Ren, Zhengyu Zhao, Chenhao Lin +4

Generating meta-learning tasks to evolve parametric loss for classification learning

Zhaoyang Hai, Xiabi Liu, Yuchen Ren +1

KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls

Kailin Jiang, Hongbo Jiang, Ning Jiang +7

ChronusOmni: Improving Time Awareness of Omni Large Language Models

Yijing Chen, Yihan Wu, Kaisi Guan +4

Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level

Runlin Lei, Yuwei Hu, Yuchen Ren +1

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Yicheng Zou, Dongsheng Zhu, Lin Zhu +174

Improved Visual Story Generation with Adaptive Context Modeling

Zhangyin Feng, Yuchen Ren, Xinmiao Yu +4

When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations

Kailin Jiang, Yuntao Du, Yukai Ding +7

On Success and Simplicity: A Second Look at Transferable Vision-Language Attack Pipeline

Yuchen Ren, Zhengyu Zhao, Chenhao Lin +2

The paper introduces SimVLA, a simplified vision‑language adversarial attack pipeline that improves transferability and computational efficiency compared to existing complex method…

GoRA: Gradient-driven Adaptive Low Rank Adaptation

Haonan He, Peng Ye, Yuchen Ren +4

Intern-S1: A Scientific Multimodal Foundation Model

Lei Bai, Zhongrui Cai, Yuhang Cao +173

Faithful, Enriched, and Precise: Benchmarking Natural-Science Illustration Generation by T2I models

Yifan Chang, Jiaxin Ai, Jianwen Sun +9

SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines

Yizhou Wang, Chen Tang, Han Deng +29

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Ming Hu, Chenglong Ma, Wei Li +117

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Wanghan Xu, Yuhao Zhou, Yifan Zhou +104

Use as Many Surrogates as You Want: Selective Ensemble Attack to Unleash Transferability without Sacrificing Resource Efficiency

Bo Yang, Hengwei Zhang, Jindong Wang +4

See or Guess: Counterfactually Regularized Image Captioning

Qian Cao, Xu Chen, Ruihua Song +3

MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models

Kailin Jiang, Ning Jiang, Yuntao Du +8

BEACON: Benchmark for Comprehensive RNA Tasks and Language Models

Yuchen Ren, Zhiyuan Chen, Lifeng Qiao +10

Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA

Lifeng Qiao, Peng Ye, Yuchen Ren +5