Dong Shu

31 papers A* 2A 2C 1Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models.
EMNLP (Findings)
Dong Shu, Xuansheng Wu, Haiyan Zhao, Daking Rai, Ziyu Yao, Ninghao Liu, Mengnan Du
2025 J jnl
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models.
CoRR
Dong Shu, Xuansheng Wu, Haiyan Zhao, Daking Rai, Ziyu Yao, Ninghao Liu, Mengnan Du
2025 J jnl
Aligning large language models and geometric deep models for protein representation.
Patterns
Dong Shu, Bingbing Duan, Kai Guo, Kaixiong Zhou, Jiliang Tang, Mengnan Du
2025 J jnl
AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models.
SIGKDD Explor.
Dong Shu, Chong Zhang, Mingyu Jin, Zihao Zhou, Lingyao Li
2025 A* conf
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders.
EMNLP
Dong Shu, Xuansheng Wu, Haiyan Zhao, Mengnan Du, Ninghao Liu
2025 J jnl
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders.
CoRR
Dong Shu, Xuansheng Wu, Haiyan Zhao, Mengnan Du, Ninghao Liu
2025 A* conf
Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract).
AAAI
Dong Shu, Mengnan Du
2025 J jnl
Enhancing LLM Steering through Sparse Autoencoder-Based Vector Refinement.
CoRR
Anyi Wang, Xuansheng Wu, Dong Shu, Yunpu Ma, Ninghao Liu
2025 J jnl
FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction.
CoRR
Dong Shu, Yanguang Liu, Huopu Zhang, Mengnan Du
2025 J jnl
FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models.
CoRR
Dong Shu, Haoyang Yuan, Yuchen Wang, Yanguang Liu, Huopu Zhang, Haiyan Zhao, Mengnan Du
2025 — conf
Improving LLM Reasoning through Interpretable Role-Playing Steering.
EMNLP (Findings)
Anyi Wang, Dong Shu, Yifan Wang, Yunpu Ma, Mengnan Du
2025 J jnl
Improving LLM Reasoning through Interpretable Role-Playing Steering.
CoRR
Anyi Wang, Dong Shu, Yifan Wang, Yunpu Ma, Mengnan Du
2025 — conf
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability.
EMNLP (Findings)
Dong Shu, Haiyan Zhao, Jingyu Hu, Weiru Liu, Ali Payani, Lu Cheng, Mengnan Du
2025 J jnl
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability.
CoRR
Dong Shu, Haiyan Zhao, Jingyu Hu, Weiru Liu, Lu Cheng, Mengnan Du
2024 — conf
ARIF: An Adaptive Attention-Based Cross-Modal Representation Integration Framework.
ICANN (6)
Chengzhi Liu, Zihong Luo, Yifei Bi, Zile Huang, Dong Shu, Jiheng Hou, Hongchen Wang, Kaiyu Liang
2024 J jnl
AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models.
CoRR
Dong Shu, Mingyu Jin, Suiyuan Zhu, Beichen Wang, Zihao Zhou, Chong Zhang, Yongfeng Zhang
2024 J jnl
Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning.
CoRR
Dong Shu, Mengnan Du
2024 J jnl
Counterfactual Explainable Incremental Prompt Attack Analysis on Large Language Models.
CoRR
Dong Shu, Mingyu Jin, Tianle Chen, Chong Zhang, Yongfeng Zhang
2024 J jnl
Exploring the Alignment Landscape: LLMs and Geometric Deep Models in Protein Representation.
CoRR
Dong Shu, Bingbing Duan, Kai Guo, Kaixiong Zhou, Jiliang Tang, Mengnan Du
2024 J jnl
Generative Models and Connected and Automated Vehicles: A Survey in Exploring the Intersection of Transportation and AI.
CoRR
Dong Shu, Zhouyao Zhu
2024 J jnl
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang
2024 C conf
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction.
ACML
Dong Shu, Tianle Chen, Mingyu Jin, Chong Zhang, Mengnan Du, Yongfeng Zhang
2024 J jnl
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction.
CoRR
Dong Shu, Tianle Chen, Mingyu Jin, Yiting Zhang, Chong Zhang, Mengnan Du, Yongfeng Zhang
2024 A conf
LawLLM: Law Large Language Model for the US Legal System.
CIKM
Dong Shu, Haoran Zhao, Xukun Liu, David Demeter, Mengnan Du, Yongfeng Zhang
2024 J jnl
LawLLM: Law Large Language Model for the US Legal System.
CoRR
Dong Shu, Haoran Zhao, Xukun Liu, David Demeter, Mengnan Du, Yongfeng Zhang
2024 A conf
Target-driven Attack for Large Language Models.
ECAI
Chong Zhang, Mingyu Jin, Dong Shu, Taowen Wang, Dongfang Liu, Xiaobo Jin
2024 J jnl
Target-driven Attack for Large Language Models.
CoRR
Chong Zhang, Mingyu Jin, Dong Shu, Taowen Wang, Dongfang Liu, Xiaobo Jin
2024 — conf
The Impact of Reasoning Step Length on Large Language Models.
ACL (Findings)
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
2024 J jnl
The Impact of Reasoning Step Length on Large Language Models.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
2024 J jnl
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments.
CoRR
Chong Zhang, Xinyi Liu, Mingyu Jin, Zhongmou Zhang, Lingyao Li, Zhenting Wang, Wenyue Hua, Dong Shu, Suiyuan Zhu, Xiaobo Jin, Sujian Li, Mengnan Du, Yongfeng Zhang
2023 J jnl
Assessing Prompt Injection Risks in 200+ Custom GPTs.
CoRR
Jiahao Yu, Yuhang Wu, Dong Shu, Mingyu Jin, Xinyu Xing