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Renze Lou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

18

Venues

8

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

18 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLThe Model Agreed, But Didn't Learn: Diagnosing Surface Compliance in Large Language Models.Xiaojie Gu, Ziying Huang, Weicong Hong, Jian Xie, Renze Lou, Kai Zhang
2025ACLChain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models.Xi Li, Ruofan Mao, Yusen Zhang, Renze Lou, Chen Wu, Jiaqi Wang
2025EMNLPAdvancing Language Models through Instruction Tuning: Recent Progress and Challenges.Zhihan Zhang, Renze Lou, Fangkai Jiao, Wenpeng Yin, Meng Jiang
2025ICCVHRScene: How Far are VLMs from Effective High-Resolution Image Understanding?Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, Hao Zhou, Zhuoyang Zou, Shu Zhao, Sarkar Snigdha Sarathi Das, Vipul Gupta, Xiaoxin Lu, Nan Zhang, Ranran Haoran Zhang, Avitej Iyer, Renze Lou, Wenpeng Yin, Rui Zhang
2025ICLRDiversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh R. N., Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong
2025ICMLAAAR-1.0: Assessing AI's Potential to Assist Research.Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
2024AAAIUMIE: Unified Multimodal Information Extraction with Instruction Tuning.Lin Sun, Kai Zhang, Qingyuan Li, Renze Lou
2024EACLLarge Language Models for Mathematical Reasoning: Progresses and Challenges.Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin
2024EACLToward Zero-Shot Instruction Following.Renze Lou, Wenpeng Yin
2024EMNLPLLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024ICLRMUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2024ICLRAdaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts.Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su
2024ICMLTravelPlanner: A Benchmark for Real-World Planning with Language Agents.Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2023ICASSPPAGE: A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation.Xiaojie Gu, Renze Lou, Lin Sun, Shangxin Li
2022EMNLPImproving English-Arabic Transliteration with Phonemic Memories.Yuanhe Tian, Renze Lou, Xiangyu Pang, Lianxi Wang, Shengyi Jiang, Yan Song
2021ACLContributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks.Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi
2021EMNLPGradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks.Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi
2021ICASSPMore: A Metric Learning Based Framework for Open-Domain Relation Extraction.Yutong Wang, Renze Lou, Kai Zhang, Mao Yan Chen, Yujiu Yang