Xiaozhuan Liang

26 papers A* 6Journal 16Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark. CoRR Kangwei Liu, Siyuan Cheng, Bozhong Tian, Xiaozhuan Liang, YuYang Yin, Meng Han, Ningyu Zhang, Bryan Hooi, Xi Chen, Shumin Deng
2025	J	`jnl`	FastMTP: Accelerating LLM Inference with Enhanced Multi-Token Prediction. CoRR Yuxuan Cai, Xiaozhuan Liang, Xinghua Wang, Jin Ma, Haijin Liang, Jinwen Luo, Xinyu Zuo, Lisheng Duan, YuYang Yin, Xi Chen
2024	—	`conf`	BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. ACL (Findings) Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan
2024	J	`jnl`	BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. CoRR Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan
2024	A*	`conf`	InstructEdit: Instruction-Based Knowledge Editing for Large Language Models. IJCAI Ningyu Zhang, Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen
2024	J	`jnl`	InstructEdit: Instruction-based Knowledge Editing for Large Language Models. CoRR Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Ningyu Zhang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen
2024	A*	`conf`	Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. ICLR Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
2024	J	`jnl`	Relphormer: Relational Graph Transformer for Knowledge Graph Representations. Neurocomputing Zhen Bi, Siyuan Cheng, Jing Chen, Xiaozhuan Liang, Feiyu Xiong, Ningyu Zhang
2024	J	`jnl`	SFM-Protein: Integrative Co-evolutionary Pre-training for Advanced Protein Sequence Representation. CoRR Liang He, Peiran Jin, Yaosen Min, Shufang Xie, Lijun Wu, Tao Qin, Xiaozhuan Liang, Kaiyuan Gao, Yuliang Jiang, Tie-Yan Liu
2024	—	`conf`	To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. EMNLP (Findings) Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
2024	J	`jnl`	To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. CoRR Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
2023	J	`jnl`	Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. CoRR Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
2023	A*	`conf`	Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). AAAI Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
2023	A*	`conf`	Multimodal Analogical Reasoning over Knowledge Graphs. ICLR Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
2022	—	`conf`	CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. ACL (1) Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen
2022	—	`conf`	Contrastive Demonstration Tuning for Pre-trained Language Models. EMNLP (Findings) Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen
2022	J	`jnl`	Contrastive Demonstration Tuning for Pre-trained Language Models. CoRR Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen
2022	A*	`conf`	Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. NeurIPS Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022	J	`jnl`	Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. CoRR Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022	J	`jnl`	DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. CoRR Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen
2022	J	`jnl`	Multi-modal Protein Knowledge Graph Construction and Applications. CoRR Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
2022	J	`jnl`	Multimodal Analogical Reasoning over Knowledge Graphs. CoRR Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
2022	A*	`conf`	OntoProtein: Protein Pretraining With Gene Ontology Embedding. ICLR Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Qiang Zhang, Jiazhang Lian, Huajun Chen
2022	J	`jnl`	OntoProtein: Protein Pretraining With Gene Ontology Embedding. CoRR Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Jiazhang Lian, Qiang Zhang, Huajun Chen
2022	J	`jnl`	Relphormer: Relational Graph Transformer for Knowledge Graph Representation. CoRR Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen
2021	J	`jnl`	CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. CoRR Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen