LiCA: A Fine-grained and Path-sensitive Linux Capability Analysis Framework. - Menghan Sun; Zirui Song; Xiaoxi Ren; Daoyuan Wu; Kehuan Zhang (RAID, 2022)

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)

Optimistic and Pessimistic Actor in RL: Decoupling Exploration and Utilization. - Jingpu Yang; Qirui Zhao; Helin Wang; Yuxiao Huang; Zirui Song; Miao Fang 001 (CoRR, 2023)

LiftFuzz: Validating Binary Lifters through Context-aware Fuzzing with GPT. - Yutong Zhou; Fan Yang; Zirui Song; Ke Zhang; Jiongyi Chen; Kehuan Zhang (CCS, 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 (ECCV (50), 2024)

MedINST: Meta Dataset of Biomedical Instructions. - Wenhan Han; Meng Fang; Zihan Zhang; Yu Yin; Zirui Song; Ling Chen 006; Mykola Pechenizkiy; Qingyu Chen 001 (EMNLP (Findings), 2024)

Efficient Reinforcement Learning via Decoupling Exploration and Utilization. - Jingpu Yang; Helin Wang; Qirui Zhao; Zhecheng Shi; Zirui Song; Miao Fang 001 (ICIC (2), 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 (ASE, 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 (RCAR, 2024)

MMAC-Copilot: Multi-modal Agent Collaboration Operating System Copilot. - Zirui Song; Yaohang Li; Meng Fang; Zhenhao Chen; Zecheng Shi; Yuan Huang; Ling Chen 006 (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 001 (CoRR, 2024)

Foundations and Recent Trends in Multimodal Mobile Agents: A Survey. - Biao Wu 006; Yanda Li; Meng Fang; Zirui Song; Zhiwei Zhang; Yunchao Wei; Ling Chen 006 (CoRR, 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)

Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia. - Chenxi Wang 001; Tianle Gu; Zhongyu Wei; Lang Gao; Zirui Song; Xiuying Chen (ACL (Findings), 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 006; Shiyu Jiang; Miao Fang 001; Ling Chen 006; Xiuying Chen (NAACL (Long Papers), 2025)

Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey. - Zirui Song; Bin Yan 004; Yuhan Liu; Miao Fang 001; Mingzhe Li 001; Rui Yan 001; Xiuying Chen (CoRR, 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 006; Tao Cheng; Meng Fang; Iryna Gurevych; Xiuying Chen (CoRR, 2025)

PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection. - Rui Zhao; Zeyu Zhang 006; Yi Xu; Yi Yao; Yan Huang; Wenxin Zhang 005; Zirui Song; Xiuying Chen; Yang Zhao 019 (CoRR, 2025)

Motion Anything: Any to Motion Generation. - Zeyu Zhang 006; Yiran Wang; Wei Mao 001; Danning Li; Rui Zhao; Biao Wu 006; Zirui Song; Bohan Zhuang; Ian D. Reid 001; Richard I. Hartley (CoRR, 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, 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, 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 001 (CoRR, 2025)

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models. - Zirui Song; Guangxian Ouyang; Mingzhe Li 001; Yuheng Ji; Chenxi Wang; Zixiang Xu; Zeyu Zhang; Xiaoqing Zhang; Qian Jiang; Zhenhao Chen; Zhongzhi Li; Rui Yan 001; et al. (CoRR, 2025)

SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models. - Zixiang Xu; Yanbo Wang 005; Yue Huang 001; Jiayi Ye; Haomin Zhuang; Zirui Song; Lang Gao; Chenxi Wang; Zhaorun Chen; Yujun Zhou 010; Sixian Li; Wang Pan; et al. (CoRR, 2025)

Evaluating and mitigating bias in AI-based medical text generation. - Xiuying Chen; Tairan Wang; Juexiao Zhou; Zirui Song; Xin Gao 001; Xiangliang Zhang 001 (Nat. Comput. Sci., 2025)

Under the Shadow of Babel: How Language Shapes Reasoning in LLMs. - Chenxi Wang; Yixuan Zhang; Lang Gao; Zixiang Xu; Zirui Song; Yanbo Wang 005; Xiuying Chen (CoRR, 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, 2025)