Zirui Song

According to our database, Zirui Song authored at least 43 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SPGA: graph representation learning and attention fusion for enhanced disease-associated snoRNA prediction.

Hailin Chen, Zirui Song

BMC Bioinform., December, 2026

TextAlign: Preference Alignment for Text Rendering with Hierarchical Rewards.

Mingxuan Cui, Jingpu Yang, Fengxian Ji, Qian Jiang, Zhecheng Shi, Jiaming Wang, Zirui Song, Fajri Koto, Xiuying Chen

CoRR, May, 2026

The Cylindrical Representation Hypothesis for Language Model Steering.

Lang Gao, Jinghui Zhang, Wei Liu, Fengxian Ji, Chenxi Wang, Zirui Song, Akash Ghosh, Youssef Mohamed, Preslav Nakov, Xiuying Chen

CoRR, May, 2026

FineState-Bench: Benchmarking State-Conditioned Grounding for Fine-grained GUI State Setting.

Fengxian Ji, Jingpu Yang, Zirui Song, Yuanxi Wang, Zhexuan Cui, Yuke Li, Qian Jiang, Xiuying Chen

CoRR, April, 2026

ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services.

Fengxian Ji, Jingpu Yang, Zirui Song, Lang Gao, Junhong Liang, Zhenhao Chen, Jinghui Zhang, Xiuying Chen

CoRR, April, 2026

Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models.

Yanda Li, Yuhan Liu, Zirui Song, Yunchao Wei, Martin Takác, Salem Lahlou

CoRR, April, 2026

FlashSign: Pose-Free Guidance for Efficient Sign Language Video Generation.

Liuzhou Zhang, Zeyu Zhang, Biao Wu, Luyao Tang, Zirui Song, Hongyang He, Renda Han, Guangzhen Yao, Huacan Wang, Ronghao Chen, Xiuying Chen, Guan Huang, Zheng Zhu

CoRR, March, 2026

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models.

Zirui Song, Guangxian Ouyang, Mingzhe Li, Yuheng Ji, Chenxi Wang, Zixiang Xu, Zeyu Zhang, Xiaoqing Zhang, Qian Jiang, Fengxian Ji, Zhenhao Chen, Zhongzhi Li, Xiuying Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection.

Lang Gao, Xuhui Li, Chenxi Wang, Mingzhe Li, Wei Liu, Zirui Song, Jinghui Zhang, Rui Yan, Preslav Nakov, Xiuying Chen

CoRR, October, 2025

Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies.

Zirui Song, Yuan Huang, Junchang Liu, Haozhe Luo, Chenxi Wang, Lang Gao, Zixiang Xu, Mingfei Han, Xiaojun Chang, Xiuying Chen

CoRR, October, 2025

Do LLMs "Feel"? Emotion Circuits Discovery and Control.

Chenxi Wang, Yixuan Zhang, Ruiji Yu, Yufei Zheng, Lang Gao, Zirui Song, Zixiang Xu, Gus Xia, Huishuai Zhang, Dongyan Zhao, Xiuying Chen

CoRR, October, 2025

DyFlow: Dynamic Workflow Framework for Agentic Reasoning.

Yanbo Wang, Zixiang Xu, Yue Huang, Xiangqi Wang, Zirui Song, Lang Gao, Chenxi Wang, Xiangru Tang, Yue Zhao, Arman Cohan, Xiangliang Zhang, Xiuying Chen

CoRR, September, 2025

FineState-Bench: A Comprehensive Benchmark for Fine-Grained State Control in GUI Agents.

Fengxian Ji, Jingpu Yang, Zirui Song, Yuanxi Wang, Zhexuan Cui, Yuke Li, Qian Jiang, Miao Fang, Xiuying Chen

CoRR, August, 2025

Evaluating and mitigating bias in AI-based medical text generation.

Xiuying Chen, Tairan Wang, Juexiao Zhou, Zirui Song, Xin Gao, Xiangliang Zhang

Nat. Comput. Sci., May, 2025

SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models.

Zixiang Xu, Yanbo Wang, Yue Huang, Jiayi Ye, Haomin Zhuang, Zirui Song, Lang Gao, Chenxi Wang, Zhaorun Chen, Yujun Zhou, Sixian Li, Wang Pan, Yue Zhao, Jieyu Zhao, Xiangliang Zhang, Xiuying Chen

CoRR, May, 2025

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models.

Zirui Song, Guangxian Ouyang, Mingzhe Li, Yuheng Ji, Chenxi Wang, Zixiang Xu, Zeyu Zhang, Xiaoqing Zhang, Qian Jiang, Zhenhao Chen, Zhongzhi Li, Rui Yan, Xiuying Chen

CoRR, May, 2025

Divide-Fuse-Conquer: Eliciting "Aha Moments" in Multi-Scenario Games.

Xiaoqing Zhang, Huabin Zheng, Ang Lv, Yuhan Liu, Zirui Song, Flood Sung, Xiuying Chen, Rui Yan

CoRR, May, 2025

Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs.

Lang Gao, Kaiyang Wan, Wei Liu, Chenxi Wang, Zirui Song, Zixiang Xu, Yanbo Wang, Veselin Stoyanov, Xiuying Chen

CoRR, May, 2025

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models.

Zirui Song, Qian Jiang, Mingxuan Cui, Mingzhe Li, Lang Gao, Zeyu Zhang, Zixiang Xu, Yanbo Wang, Chenxi Wang, Guangxian Ouyang, Zhenhao Chen, Xiuying Chen

CoRR, May, 2025

Motion Anything: Any to Motion Generation.

Zeyu Zhang, Yiran Wang, Wei Mao, Danning Li, Rui Zhao, Biao Wu, Zirui Song, Bohan Zhuang, Ian D. Reid, Richard I. Hartley

CoRR, March, 2025

Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework.

Zirui Song, Jingpu Yang, Yuan Huang, Jonathan Tonglet, Zeyu Zhang, Tao Cheng, Meng Fang, Iryna Gurevych, Xiuying Chen

CoRR, February, 2025

Multitemporal Thick Cloud Removal via Temporal Smoothness in Image and Gradient Domains.

Teng-Yu Ji, Zirui Song, Dong-Lin Sun, Yu-Bang Zheng

IEEE Trans. Geosci. Remote. Sens., 2025

A Physics-Informed Neural Network Aided Venturi-Microwave Co-Sensing Method for Three-Phase Metering.

Jinhua Tan, Yuxiao Yuan, Ying Xu, Jingya Wang, Zirui Song, Rongji Zuo, Zhengyang Chen, Chao Yuan

Comput., 2025

DyFlow: Dynamic Workflow Framework for Agentic Reasoning.

Yanbo Wang, Zixiang Xu, Yue Huang, Xiangqi Wang, Zirui Song, Lang Gao, Chenxi Wang, Robert Tang, Yue Zhao, Arman Cohan, Xiangliang Zhang, Xiuying Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies.

Zirui Song, Guangxian Ouyang, Meng Fang, Hongbin Na, Zijing Shi, Zhenhao Chen, Yujie Fu, Zeyu Zhang, Shiyu Jiang, Miao Fang, Ling Chen, Xiuying Chen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Under the Shadow of Babel: How Language Shapes Reasoning in LLMs.

Chenxi Wang, Yixuan Zhang, Lang Gao, Zixiang Xu, Zirui Song, Yanbo Wang, Xiuying Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey.

Zirui Song, Bin Yan, Yuhan Liu, Miao Fang, Mingzhe Li, Rui Yan, Xiuying Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents.

Yuhan Liu, Zirui Song, Juntian Zhang, Xiaoqing Zhang, Xiuying Chen, Rui Yan

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection.

Rui Zhao, Zeyu Zhang, Yi Xu, Yi Yao, Yan Huang, Wenxin Zhang, Zirui Song, Xiuying Chen, Yang Zhao

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia.

Chenxi Wang, Tianle Gu, Zhongyu Wei, Lang Gao, Zirui Song, Xiuying Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Bin2Summary: Beyond Function Name Prediction in Stripped Binaries with Functionality-Specific Code Embeddings.

Zirui Song, Jiongyi Chen, Kehuan Zhang

Proc. ACM Softw. Eng., 2024

Foundations and Recent Trends in Multimodal Mobile Agents: A Survey.

Biao Wu, Yanda Li, Meng Fang, Zirui Song, Zhiwei Zhang, Yunchao Wei, Ling Chen

CoRR, 2024

From a Tiny Slip to a Giant Leap: An LLM-Based Simulation for Fake News Evolution.

Yuhan Liu, Zirui Song, Xiaoqing Zhang, Xiuying Chen, Rui Yan

CoRR, 2024

MMAC-Copilot: Multi-modal Agent Collaboration Operating System Copilot.

Zirui Song, Yaohang Li, Meng Fang, Zhenhao Chen, Zecheng Shi, Yuan Huang, Ling Chen

CoRR, 2024

A Dynamical System Approach to Robotic Ultrasound Imaging: Towards Intrinsically Stable Robotic Sonography.

Wanli Liuchen, Anqing Duan, Zirui Song, Maria Victorova, David Navarro-Alarcon

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2024

TypeFSL: Type Prediction from Binaries via Inter-procedural Data-flow Analysis and Few-shot Learning.

Zirui Song, Yutong Zhou, Shuaike Dong, Ke Zhang, Kehuan Zhang

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

Efficient Reinforcement Learning via Decoupling Exploration and Utilization.

Jingpu Yang, Helin Wang, Qirui Zhao, Zhecheng Shi, Zirui Song, Miao Fang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

MedINST: Meta Dataset of Biomedical Instructions.

Wenhan Han, Meng Fang, Zihan Zhang, Yu Yin, Zirui Song, Ling Chen, Mykola Pechenizkiy, Qingyu Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models.

Rizhao Cai, Zirui Song, Dayan Guan, Zhenhao Chen, Yaohang Li, Xing Luo, Chenyu Yi, Alex C. Kot

Proceedings of the Computer Vision - ECCV 2024, 2024

LiftFuzz: Validating Binary Lifters through Context-aware Fuzzing with GPT.

Yutong Zhou, Fan Yang, Zirui Song, Ke Zhang, Jiongyi Chen, Kehuan Zhang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Optimistic and Pessimistic Actor in RL: Decoupling Exploration and Utilization.

Jingpu Yang, Qirui Zhao, Helin Wang, Yuxiao Huang, Zirui Song, Miao Fang

CoRR, 2023

BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models.

Rizhao Cai, Zirui Song, Dayan Guan, Zhenhao Chen, Xing Luo, Chenyu Yi, Alex C. Kot

CoRR, 2023

2022

LiCA: A Fine-grained and Path-sensitive Linux Capability Analysis Framework.

Menghan Sun, Zirui Song, Xiaoxi Ren, Daoyuan Wu, Kehuan Zhang

Proceedings of the 25th International Symposium on Research in Attacks, 2022