Zhen Bi

42 papers A* 6Journal 27Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Superficial Unlearning: Sharpness-Aware Robust Erasure of Hallucinations in Multimodal LLMs.
CoRR
Xianya Fang, Feiyang Ren, Xiang Chen, Yu Tian, Zhen Bi, Haiyang Yu, Sheng-Jun Huang
2026 J jnl
RooflineBench: A Benchmarking Framework for On-Device LLMs via Roofline Analysis.
CoRR
Zhen Bi, Xueshu Chen, Luoyang Sun, Yuhang Yao, Qing Shen, Jungang Lou, Cheng Deng
2026 J jnl
SkillNet: Create, Evaluate, and Connect AI Skills.
CoRR
Yuan Liang, Ruobin Zhong, Haoming Xu, Chen Jiang, Yi Zhong, Runnan Fang, Jia-Chen Gu, Shumin Deng, Yunzhi Yao, Mengru Wang, Shuofei Qiao, Xin Xu, Tongtong Wu, Kun Wang, Yang Liu, Zhen Bi, Jungang Lou, Yuchen Eleanor Jiang, Hangcheng Zhu, Gang Yu, Haiwen Hong, Longtao Huang, Hui Xue, Chenxi Wang, Yijun Wang, Zifei Shan, Xi Chen, Zhaopeng Tu, Feiyu Xiong, Xin Xie, Peng Zhang, Zhengke Gui, Lei Liang, Jun Zhou, Chiyu Wu, Jin Shang, Yu Gong, Junyu Lin, Changliang Xu, Hongjie Deng, Wen Zhang, Keyan Ding, Qiang Zhang, Fei Huang, Ningyu Zhang, Jeff Z. Pan, Guilin Qi, Haofen Wang, Huajun Chen
2026 J jnl
Your One-Stop Solution for AI-Generated Video Detection.
CoRR
Long Ma, Zihao Xue, Yan Wang, Zhiyuan Yan, Jin Xu, Xiaorui Jiang, Haiyang Yu, Yong Liao, Zhen Bi
2025 J jnl
Advancing Healthcare with Large Language Models: Techniques and Application.
IEEE CAA J. Autom. Sinica
Zhenlin Hu, Zhizhi Peng, Zhen Bi, Qing Shen, Zhenfang Liu, Jungang Lou, Xin Luo
2025 J jnl
Pushing LLMs to Their Logical Reasoning Bound: The Role of Data Reasoning Intensity.
CoRR
Zhen Bi, Zhenlin Hu, Jinnan Yang, Mingyang Chen, Cheng Deng, Yida Xue, Zeyu Yang, Qing Sheng, Zhenfang Liu, Kang Zhao, Ningyu Zhang, Jungang Lou
2025 J jnl
Spatial Knowledge Graph-Guided Multimodal Synthesis.
CoRR
Yida Xue, Zhen Bi, Jinnan Yang, Jungang Lou, Huajun Chen, Ningyu Zhang
2025 J jnl
Thought Purity: Defense Paradigm For Chain-of-Thought Attack.
CoRR
Zihao Xue, Zhen Bi, Long Ma, Zhenlin Hu, Yan Wang, Zhenfang Liu, Qing Sheng, Jie Xiao, Jungang Lou
2024 J jnl
CodeKGC: Code Language Model for Generative Knowledge Graph Construction.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang
2024 — conf
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models.
ACL (3)
Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Runnan Fang, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
2024 J jnl
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models.
CoRR
Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, Kangwei Liu, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
2024 — conf
OceanGPT: A Large Language Model for Ocean Science Tasks.
ACL (1)
Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, 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 A* conf
When Do Program-of-Thought Works for Reasoning?
AAAI
Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen
2023 J jnl
CodeKGC: Code Language Model for Generative Knowledge Graph Construction.
CoRR
Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang
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 J jnl
OceanGPT: A Large Language Model for Ocean Science Tasks.
CoRR
Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen
2023 A* conf
Tele-Knowledge Pre-training for Fault Analysis.
ICDE
Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen
2023 J jnl
When Do Program-of-Thoughts Work for Reasoning?
CoRR
Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, 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 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
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners.
ICLR
Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen
2022 A* conf
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract).
AAAI
Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, 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 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
2022 J jnl
Tele-Knowledge Pre-training for Fault Analysis.
CoRR
Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Song Jiang, Zhaoyang Lian, Yingying Li, 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
2021 J jnl
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners.
CoRR
Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen
2021 — conf
Disentangled Contrastive Learning for Learning Robust Textual Representations.
CICAI (2)
Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen
2021 J jnl
Disentangled Contrastive Learning for Learning Robust Textual Representations.
CoRR
Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen
2021 — conf
Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training.
IJCKG
Ganqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Hui Chen, Huajun Chen
2021 J jnl
Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training.
CoRR
Ganqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Hui Chen, Huajun Chen
2021 J jnl
Interventional Aspect-Based Sentiment Analysis.
CoRR
Zhen Bi, Ningyu Zhang, Ganqiang Ye, Haiyang Yu, Xi Chen, Huajun Chen
2021 J jnl
Learning to Ask for Data-Efficient Event Argument Extraction.
CoRR
Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen
2021 — conf
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction.
IJCKG
Luoqiu Li, Xiang Chen, Zhen Bi, Xin Xie, Shumin Deng, Ningyu Zhang, Chuanqi Tan, Mosha Chen, Huajun Chen
2021 — conf
On Robustness and Bias Analysis of BERT-Based Relation Extraction.
CCKS
Luoqiu Li, Xiang Chen, Hongbin Ye, Zhen Bi, Shumin Deng, Ningyu Zhang, Huajun Chen
2021 J jnl
OpenKG Chain: A Blockchain Infrastructure for Open Knowledge Graphs.
Data Intell.
Huajun Chen, Ning Hu, Guilin Qi, Haofen Wang, Zhen Bi, Jie Li, Fan Yang
2021 — conf
Text-Guided Legal Knowledge Graph Reasoning.
CCKS
Luoqiu Li, Zhen Bi, Hongbin Ye, Shumin Deng, Hui Chen, Huaixiao Tou
2021 J jnl
Text-guided Legal Knowledge Graph Reasoning.
CoRR
Luoqiu Li, Zhen Bi, Hongbin Ye, Shumin Deng, Hui Chen, Huaixiao Tou, Ningyu Zhang, Huajun Chen
2020 — conf
OpenUE: An Open Toolkit of Universal Extraction from Text.
EMNLP (Demos)
Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang, Mosha Chen, Fei Huang, Wei Zhang, Huajun Chen