CrowdGeoKG: Crowdsourced Geo-Knowledge Graph. - Jiaoyan Chen 001; Shumin Deng; Huajun Chen (CCKS, 2017)

Deep Learning for Knowledge-Driven Ontology Stream Prediction. - Shumin Deng; Jeff Z. Pan; Jiaoyan Chen 001; Huajun Chen (CCKS, 2018)

Attention-Based Capsule Network with Dynamic Routing for Relation Extraction. - Ningyu Zhang 001; Shumin Deng; Zhanling Sun; Xi Chen 003; Wei Zhang 127; Huajun Chen (EMNLP, 2018)

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Xi Chen 003; Wei Zhang 127; Huajun Chen (CoRR, 2018)

Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis. - Ningyu Zhang 001; Shumin Deng; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001; Xiaoqian Li; Yiyi Zhang 001 (ISPRS Int. J. Geo Inf., 2018)

XTransE: Explainable Knowledge Graph Embedding for Link Prediction with Lifestyles in e-Commerce. - Wen Zhang 015; Shumin Deng; Han Wang; Qiang Chen; Wei Zhang 127; Huajun Chen (JIST (2), 2019)

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Guanying Wang; Xi Chen 003; Wei Zhang 127; Huajun Chen (NAACL-HLT (1), 2019)

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network. - Shumin Deng; Ningyu Zhang 001; Wen Zhang 015; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (WWW (Companion Volume), 2019)

Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

Improving Few-shot Text Classification via Pretrained Language Representations. - Ningyu Zhang 001; Zhanlin Sun; Shumin Deng; Jiaoyan Chen 001; Huajun Chen (CoRR, 2019)

Relation Adversarial Network for Low Resource KnowledgeGraph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). - Shumin Deng; Ningyu Zhang 001; Zhanlin Sun; Jiaoyan Chen 001; Huajun Chen (AAAI, 2020)

Knowledge-Enhanced Collaborative Meta Learner for Long-Tail Recommendation. - Bo Wen; Shumin Deng; Huajun Chen (CCKS, 2020)

Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (COLING, 2020)

OpenUE: An Open Toolkit of Universal Extraction from Text. - Ningyu Zhang 001; Shumin Deng; Zhen Bi; Haiyang Yu 003; Jiacheng Yang; Mosha Chen; Fei Huang 002; Wei Zhang 127; Huajun Chen (EMNLP (Demos), 2020)

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention. - Ningyu Zhang 001; Shumin Deng; Juan Li 010; Xi Chen 003; Wei Zhang 127; Huajun Chen (EMNLP (Findings), 2020)

Joint Extraction of Triple Knowledge Based on Relation Priority. - Chuanzhi Zhuang; Ningyu Zhang 001; Xiaolong Jin; Zhong Li; Shumin Deng; Huajun Chen (ISPA/BDCloud/SocialCom/SustainCom, 2020)

Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection. - Shumin Deng; Ningyu Zhang 001; Jiaojian Kang; Yichi Zhang 010; Wei Zhang 127; Huajun Chen (WSDM, 2020)

Relation Adversarial Network for Low Resource Knowledge Graph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (WWW, 2020)

Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction. - Ningyu Zhang 001; Luoqiu Li; Shumin Deng; Haiyang Yu 003; Xu Cheng; Wei Zhang 127; Huajun Chen (CoRR, 2020)

The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Zonggang Yuan; Yantao Jia; Huajun Chen (CoRR, 2020)

Contrastive Triple Extraction with Generative Transformer. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Mosha Chen; Chuanqi Tan; Fei Huang 002; Huajun Chen (AAAI, 2021)

OntoED: Low-resource Event Detection with Ontology Embedding. - Shumin Deng; Ningyu Zhang 001; Luoqiu Li; Hui Chen 018; Huaixiao Tou; Mosha Chen; Fei Huang 002; Huajun Chen (ACL/IJCNLP (1), 2021)

MLBiNet: A Cross-Sentence Collective Event Detection Network. - Dongfang Lou; Zhilin Liao; Shumin Deng; Ningyu Zhang 001; Huajun Chen (ACL/IJCNLP (1), 2021)

Text-Guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou (CCKS, 2021)

On Robustness and Bias Analysis of BERT-Based Relation Extraction. - Luoqiu Li; Xiang Chen 016; Hongbin Ye; Zhen Bi; Shumin Deng; Ningyu Zhang 001; Huajun Chen (CCKS, 2021)

Disentangled Contrastive Learning for Learning Robust Textual Representations. - Xiang Chen 016; Xin Xie 006; Zhen Bi; Hongbin Ye; Shumin Deng; Ningyu Zhang 001; Huajun Chen (CICAI (2), 2021)

Document-level Relation Extraction as Semantic Segmentation. - Ningyu Zhang 001; Xiang Chen 016; Xin Xie 006; Shumin Deng; Chuanqi Tan; Mosha Chen; Fei Huang 002; Luo Si; Huajun Chen (IJCAI, 2021)

Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining. - Ningyu Zhang 001; Shumin Deng; Xu Cheng; Xi Chen 003; Yichi Zhang 010; Wei Zhang 127; Huajun Chen (IJCAI, 2021)

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. - Luoqiu Li; Xiang Chen 016; Zhen Bi; Xin Xie 006; Shumin Deng; Ningyu Zhang 001; Chuanqi Tan; Mosha Chen; Huajun Chen (IJCKG, 2021)

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules. - Wen Zhang 015; Shumin Deng; Mingyang Chen; Liang Wang; Qiang Chen; Feiyu Xiong; Xiangwen Liu; Huajun Chen (IJCKG, 2021)

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. - Ningyu Zhang 001; Qianghuai Jia; Shumin Deng; Xiang Chen 016; Hongbin Ye; Hui Chen 018; Huaixiao Tou; Gang Huang 004; Zhao Wang; Nengwei Hua; Huajun Chen (KDD, 2021)

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning. - Xin Xie 006; Xiangnan Chen; Xiang Chen 016; Yong Wang; Ningyu Zhang 001; Shumin Deng; Huajun Chen (SemEval@ACL/IJCNLP, 2021)

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. - Luoqiu Li; Xiang Chen 016; Ningyu Zhang 001; Shumin Deng; Xin Xie 006; Chuanqi Tan; Mosha Chen; Fei Huang 002; Huajun Chen (CoRR, 2021)

Text-guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xiang Chen 016; Shumin Deng; Luoqiu Li; Hongbin Ye; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; et al. (CoRR, 2021)

Learning to Ask for Data-Efficient Event Argument Extraction. - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (CoRR, 2021)

Contrastive Information Extraction With Generative Transformer. - Ningyu Zhang 001; Hongbin Ye; Shumin Deng; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Knowledge graph embeddings for dealing with concept drift in machine learning. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Shumin Deng; Huajun Chen (J. Web Semant., 2021)

Molecular Contrastive Learning with Chemical Element Knowledge Graph. - Yin Fang; Qiang Zhang 026; Haihong Yang; Xiang Zhuang; Shumin Deng; Wen Zhang 015; Ming Qin; Zhuo Chen 007; Xiaohui Fan; Huajun Chen (AAAI, 2022)

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (AAAI, 2022)

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. - Xiang Chen 016; Lei Li 040; Shumin Deng; Chuanqi Tan; Changliang Xu; Fei Huang 002; Luo Si; Huajun Chen; Ningyu Zhang 001 (COLING, 2022)

OntoProtein: Protein Pretraining With Gene Ontology Embedding. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Siyuan Cheng 008; Haosen Hong; Shumin Deng; Qiang Zhang 026; Jiazhang Lian; Huajun Chen (ICLR, 2022)

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. - Ningyu Zhang 001; Luoqiu Li; Xiang Chen 016; Shumin Deng; Zhen Bi; Chuanqi Tan; Fei Huang 002; Huajun Chen (ICLR, 2022)

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (NAACL-HLT (Findings), 2022)

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. - Xiang Chen 016; Lei Li 040; Ningyu Zhang 001; Xiaozhuan Liang; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (NeurIPS, 2022)

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Shumin Deng; Chuanqi Tan; Changliang Xu; Fei Huang 002; Luo Si; Huajun Chen (SIGIR, 2022)

KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Xin Xie 006; Shumin Deng; Yunzhi Yao; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (WWW, 2022)

From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. - Xin Xie 006; Ningyu Zhang 001; Zhoubo Li; Shumin Deng; Hui Chen 018; Feiyu Xiong; Mosha Chen; Huajun Chen (WWW (Companion Volume), 2022)

Ontology-enhanced Prompt-tuning for Few-shot Learning. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Xiang Chen 016; Hui Chen 018; Feiyu Xiong; Xi Chen 003; Huajun Chen (WWW, 2022)

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040; Xiaozhuan Liang; Yunzhi Yao; Shumin Deng; et al. (CoRR, 2022)

Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Feiyu Xiong; Jeff Z. Pan; Huajun Chen (CoRR, 2022)

Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (CoRR, 2022)

Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction. - Yunzhi Yao; Shengyu Mao; Xiang Chen 016; Ningyu Zhang 001; Shumin Deng; Huajun Chen (CoRR, 2022)

Robust triple extraction with cascade bidirectional capsule network. - Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (Expert Syst. Appl., 2022)

Low-resource extraction with knowledge-aware pairwise prototype learning. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Chuanqi Tan; Fei Huang 002; Changliang Xu; Huajun Chen (Knowl. Based Syst., 2022)

SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres. - Shumin Deng; Shengyu Mao; Ningyu Zhang 001; Bryan Hooi (ACL (1), 2023)

Reasoning with Language Model Prompting: A Survey. - Shuofei Qiao; Yixin Ou; Ningyu Zhang 001; Xiang Chen 016; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Huajun Chen (ACL (1), 2023)

Editing Large Language Models: Problems, Methods, and Opportunities. - Yunzhi Yao; Peng Wang 104; Bozhong Tian; Siyuan Cheng 008; Zhoubo Li; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (EMNLP, 2023)

From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal. - Yun Guo; Xueyao Xiao; Yi Chang 002; Shumin Deng; Luxin Yan (ICCV, 2023)

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. - Shumin Deng; Chengming Wang; Zhoubo Li; Ningyu Zhang 001; Zelin Dai; Hehong Chen; Feiyu Xiong; Ming Yan 008; Qiang Chen; Mosha Chen; Jiaoyan Chen 001; Jeff Z. Pan; et al. (ICDE, 2023)

Multimodal Analogical Reasoning over Knowledge Graphs. - Ningyu Zhang 001; Lei Li 040; Xiang Chen 016; Xiaozhuan Liang; Shumin Deng; Huajun Chen (ICLR, 2023)

Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction. - Yunzhi Yao; Shengyu Mao; Ningyu Zhang 001; Xiang Chen 016; Shumin Deng; Xi Chen 003; Huajun Chen (SIGIR, 2023)

Continual Multimodal Knowledge Graph Construction. - Xiang Chen 016; Jintian Zhang; Xiaohan Wang; Tongtong Wu; Shumin Deng; Yongheng Wang; Luo Si; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

When Do Program-of-Thoughts Work for Reasoning? - Zhen Bi; Ningyu Zhang 001; Yinuo Jiang; Shumin Deng; Guozhou Zheng; Huajun Chen (CoRR, 2023)

Towards A Unified View of Answer Calibration for Multi-Step Reasoning. - Shumin Deng; Ningyu Zhang 001; Nay Oo; Bryan Hooi (CoRR, 2023)

LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. - Shumin Deng; Jiacheng Yang; Hongbin Ye; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

When Do Program-of-Thought Works for Reasoning? - Zhen Bi; Ningyu Zhang 001; Yinuo Jiang; Shumin Deng; Guozhou Zheng; Huajun Chen (AAAI, 2024)

Detoxifying Large Language Models via Knowledge Editing. - Mengru Wang; Ningyu Zhang 001; Ziwen Xu; Zekun Xi; Shumin Deng; Yunzhi Yao; Qishen Zhang; Linyi Yang; Jindong Wang 001; Huajun Chen (ACL (1), 2024)

Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View. - Jintian Zhang; Xin Xu 010; Ningyu Zhang 001; Ruibo Liu; Bryan Hooi; Shumin Deng (ACL (1), 2024)

Editing Conceptual Knowledge for Large Language Models. - Xiaohan Wang; Shengyu Mao; Shumin Deng; Yunzhi Yao; Yue Shen; Lei Liang 002; Jinjie Gu; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

Knowledge Mechanisms in Large Language Models: A Survey and Perspective. - Mengru Wang; Yunzhi Yao; Ziwen Xu; Shuofei Qiao; Shumin Deng; Peng Wang 104; Xiang Chen 016; Jia-Chen Gu; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen; et al. (EMNLP (Findings), 2024)

Information Extraction in Low-Resource Scenarios: Survey and Perspective. - Shumin Deng; Yubo Ma; Ningyu Zhang 001; Yixin Cao 002; Bryan Hooi (ICKG, 2024)

Agent Planning with World Knowledge Model. - Shuofei Qiao; Runnan Fang; Ningyu Zhang 001; Yuqi Zhu; Xiang Chen 016; Shumin Deng; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

Knowledge Circuits in Pretrained Transformers. - Yunzhi Yao; Ningyu Zhang 001; Zekun Xi; Mengru Wang; Ziwen Xu; Shumin Deng; Huajun Chen (NeurIPS, 2024)

Overview of the NLPCC 2024 Shared Task 10: Regulating Large Language Models. - Chenxi Wang; Ziwen Xu; Mengru Wang; Xiang Chen 016; Shumin Deng; Ningyu Zhang 001 (NLPCC (5), 2024)

KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection. - Yuexin Li; Chengyu Huang 003; Shumin Deng; Mei Lin Lock; Tri Cao; Nay Oo; Hoon Wei Lim; Bryan Hooi (USENIX Security Symposium, 2024)

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System. - Ningyu Zhang 001; Zekun Xi; Yujie Luo; Peng Wang 104; Bozhong Tian; Yunzhi Yao; Jintian Zhang; Shumin Deng; Mengshu Sun; Lei Liang 002; Zhiqiang Zhang 012; Xiaowei Zhu; et al. (VLDB Workshops, 2024)

A Comprehensive Study of Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Yunzhi Yao; Bozhong Tian; Peng Wang 104; Shumin Deng; Mengru Wang; Zekun Xi; Shengyu Mao; Jintian Zhang; Yuansheng Ni; Siyuan Cheng 008; Ziwen Xu; et al. (CoRR, 2024)

Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (CoRR, 2024)

FlipAttack: Jailbreak LLMs via Flipping. - Yue Liu 008; Xiaoxin He; Miao Xiong; Jinlan Fu; Shumin Deng; Bryan Hooi (CoRR, 2024)

Exploring Model Kinship for Merging Large Language Models. - Yedi Hu; Yunzhi Yao; Ningyu Zhang 001; Shumin Deng; Huajun Chen (CoRR, 2024)

Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. - Xiang Chen 016; Lei Li 040; Yuqi Zhu; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Ningyu Zhang 001; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities. - Yuqi Zhu; Xiaohan Wang; Jing Chen; Shuofei Qiao; Yixin Ou; Yunzhi Yao; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (World Wide Web (WWW), 2024)

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training. - Yixin Ou; Yunzhi Yao; Ningyu Zhang 001; Hui Jin; Jiacheng Sun; Shumin Deng; Zhenguo Li; Huajun Chen (ACL (Findings), 2025)

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. - Mengru Wang; Ziwen Xu; Shengyu Mao; Shumin Deng; Zhaopeng Tu; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

ReLearn: Unlearning via Learning for Large Language Models. - Haoming Xu; Ningyuan Zhao; Liming Yang; Sendong Zhao; Shumin Deng; Mengru Wang; Bryan Hooi; Nay Oo; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (COLING, 2025)

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation. - Chenxi Wang; Xiang Chen 016; Ningyu Zhang 001; Bozhong Tian; Haoming Xu; Shumin Deng; Huajun Chen (ICLR, 2025)

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents. - Yuqi Zhu; Shuofei Qiao; Yixin Ou; Shumin Deng; Shiwei Lyu; Yue Shen; Lei Liang 002; Jinjie Gu; Huajun Chen; Ningyu Zhang 001 (NAACL (Findings), 2025)

PhishIntel: Toward Practical Deployment of Reference-Based Phishing Detection. - Yuexin Li; Hiok Kuek Tan; Qiaoran Meng; Mei Lin Lock; Tri Cao; Shumin Deng; Nay Oo; Hoon Wei Lim; Bryan Hooi (WWW (Companion Volume), 2025)

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. - Yunzhi Yao; Jizhan Fang; Jia-Chen Gu; Ningyu Zhang 001; Shumin Deng; Huajun Chen; Nanyun Peng 001 (CoRR, 2025)

ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. - Haoming Xu; Shuxun Wang; Yanqiu Zhao; Yi Zhong; Ziyan Jiang; Ningyuan Zhao; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents. - Tri Cao; Bennett Lim; Yue Liu 008; Yuan Sui; Yuexin Li; Shumin Deng; Lin Lu; Nay Oo; Shuicheng Yan; Bryan Hooi (CoRR, 2025)

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark. - Kangwei Liu; Siyuan Cheng 008; Bozhong Tian; Xiaozhuan Liang; Yuyang Yin; Meng Han; Ningyu Zhang 001; Bryan Hooi; Xi Chen 003; Shumin Deng (CoRR, 2025)

Automating Steering for Safe Multimodal Large Language Models. - Lyucheng Wu; Mengru Wang; Ziwen Xu; Tri Cao; Nay Oo; Bryan Hooi; Shumin Deng (CoRR, 2025)