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Guanhua Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

61

Venues

16

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

61 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions.Xingwei He, Qianru Zhang, Pengfei Chen, Guanhua Chen, Linlin Yu, Yuan Yuan, Siu-Ming Yiu
2026AAAIEnhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief.Zeguan Xiao, Diyang Dou, Boya Xiong, Yun Chen, Guanhua Chen
2026ACLFrom Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG.Guanhua Chen, Chuyue Huang, Yutong Yao, Shudong Liu, Xueqing Song, Lidia S. Chao, Derek F. Wong
2026ACLChain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA.Guanhua Chen, Yutong Yao, Shenghe Sun, Ci-Jun Gao, Shudong Liu, Lidia S. Chao, Feng Wan, Derek F. Wong
2026ACLFinSafetyBench: Evaluating LLM Safety in Real-World Financial Scenarios.Yutao Hou, Yihan Jiang, Yuhan Xie, Jian Yang, Liwen Zhang, Hailiang Huang, Guanhua Chen, Yun Chen
2026ACLToward Automated Robustness Evaluation of Mathematical Reasoning.Yutao Hou, Zeguan Xiao, Fei Yu, Yihan Jiang, Shuguang Ma, Zhaoqian Dai, Hailiang Huang, Yun Chen, Guanhua Chen
2026ACLThinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization.Yuxiang Ji, Yong Wang, Ziyu Ma, Yiming Hu, Hailang Huang, Xuecai Hu, Guanhua Chen, Liaoni Wu, Xiangxiang Chu
2026ACLNo More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning.Zhicong Li, Lingjie Jiang, Yulan Hu, Xingchen Zeng, Yixia Li, Xiangwen Zhang, Guanhua Chen, Zheng Pan, Xin Li, Yong Liu
2026ACLVFA: Empowering Multilingual MLLMs via Vision-Free Adaptation.Yixia Li, Yaqing Shi, Zhiwen Ruan, Dongdong Zhang, Lingjie Jiang, Shaohan Huang, Yun Chen, Guanhua Chen, Furu Wei
2026ACLCan LLMs Hear the Dogwhistle?Yifan Liu, Yi Lin, Xinwei Guo, Ziwei Wang, Jiaxin Zhang, Guanhua Chen, Haiyan Wu, Xiangyu Zhao, Xin Yao, Xuetao Wei
2026ACLFrom Word to World: Can Large Language Models be Implicit Text-based World Models?Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Xiaoteng Ma, Guanhua Chen, Heng Ji
2026ACLRethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents.Zeping Li, Hongru Wang, Yiwen Zhao, Guanhua Chen, Yixia Li, Keyang Chen, Yixin Cao, Guangnan Ye, Hongfeng Chai, Zhenfei Yin
2026ACLGIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models.Zhiwen Ruan, Yichao Du, Jianjie Zheng, Longyue Wang, Yun Chen, Peng Li, Jinsong Su, Yang Liu, Guanhua Chen
2026ACLInstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning.Junyou Su, He Zhu, Xiao Luo, Liyu Zhang, Hong-Yu Zhou, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
2026ACLBeyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL.Hanqing Wang, Yongdong Chi, Jian Yang, Lei Yang, Jiehui Zhao, Yun Chen, Guanhua Chen
2026ACLSPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks.Tianyi Wang, Yixia Li, Long Li, Yibiao Chen, Shaohan Huang, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
2026ACLTowards Bridging the Reward-Generation Gap in Direct Alignment Algorithms.Zeguan Xiao, Yun Chen, Jian Yang, Guanhua Chen, Ke Tang
2026ACLModeling LLM Unlearning as an Asymmetric Two-Task Learning Problem.Zeguan Xiao, Siqing Li, Yong Wang, Xuetao Wei, Jian Yang, Yun Chen, Guanhua Chen
2026ACLRepresentation-Guided Parameter-Efficient LLM Unlearning.Zeguan Xiao, Lang Mo, Yun Chen, Lei Yang, Jiehui Zhao, Lili Yang, Guanhua Chen
2026ACLEvaluating Memory Capability in Continuous Lifelog Scenario.Jianjie Zheng, Zhichen Liu, Zhanyu Shen, Jingxiang Qu, Guanhua Chen, Yile Wang, Yang Xu, Yang Liu, Sijie Cheng
2026ACLCAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models.Shengli Zhou, Xiangchen Wang, Guanhua Chen, Feng Zheng
2026FCCMLENS-HLS: LLM-Enhanced Learning-based Design Space Exploration for High-Level Synthesis.Yujie Yan, Guanhua Chen, Keren Zhu
2026ISCASHOLMES: Hierarchical Optimization with poLygonal ModEling for Large-Scale AMS Placement.Guanhua Chen, Yujie Yan, Jiahua Liu, Zecheng Xu, Linxi Qiu, Yumao Wu, Zhiang Wang, Changhao Yan, Zhaori Bi, Keren Zhu
2025ACLSGIC: A Self-Guided Iterative Calibration Framework for RAG.Guanhua Chen, Yutong Yao, Lidia S. Chao, Xuebo Liu, Derek F. Wong
2025ACLThe Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing.Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Guanhua Chen, Xiangyu Zhao, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025ACLLLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation.Yuxuan Li, Xinwei Guo, Jiashi Gao, Guanhua Chen, Xiangyu Zhao, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025ACLImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs.Yan Yang, Yixia Li, Hongru Wang, Xuetao Wei, James Jianqiao Yu, Yun Chen, Guanhua Chen
2025ACLPlanGPT: Enhancing Urban Planning with a Tailored Agent Framework.He Zhu, Guanhua Chen, Wenjia Zhang
2025ACLFANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only.He Zhu, Yifan Ding, Yicheng Tao, Zhiwen Ruan, Yixia Li, Wenjia Zhang, Yun Chen, Guanhua Chen
2025ACLTag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation.He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen
2025EMNLPPi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages.Yongdong Chi, Hanqing Wang, Yun Chen, Yan Yang, Jian Yang, Zonghan Yang, Xiao Yan, Guanhua Chen
2025EMNLPSimple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification.Maya Kruse, Majid Afshar, Saksham Khatwani, Anoop M. Mayampurath, Guanhua Chen, Yanjun Gao
2025EMNLPG2: Guided Generation for Enhanced Output Diversity in LLMs.Zhiwen Ruan, Yixia Li, Yefeng Liu, Yun Chen, Weihua Luo, Peng Li, Yang Liu, Guanhua Chen
2025EMNLPPlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models.He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang
2025NAACLLayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy.Zhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen, Guanhua Chen
2025NAACLMiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning.Hanqing Wang, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen
2025NAACLSelf-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions.Hongru Wang, Boyang Xue, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Huimin Wang, Guanhua Chen, Kam-Fai Wong
2025NAACLSeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters.Yan Yang, Zeguan Xiao, Xin Lu, Hongru Wang, Xuetao Wei, Hailiang Huang, Guanhua Chen, Yun Chen
2024ACLPACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning.Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen
2024COLINGA Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU.Guanhua Chen, Yutong Yao, Derek F. Wong, Lidia S. Chao
2024EMNLPDistract Large Language Models for Automatic Jailbreak Attack.Zeguan Xiao, Yan Yang, Guanhua Chen, Yun Chen
2024IJCNNEFNAS: Efficient Federated Neural Architecture Search Across AIoT Devices.Xiaohui Wei, Guanhua Chen, Chen Yang, Hairui Zhao, Chenyang Wang, Hengshan Yue
2023ACLmCLIP: Multilingual CLIP via Cross-lingual Transfer.Guanhua Chen, Lu Hou, Yun Chen, Wenliang Dai, Lifeng Shang, Xin Jiang, Qun Liu, Jia Pan, Wenping Wang
2023ECAIEvaluating Explanation Methods for Vision-and-Language Navigation.Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan
2023EMNLPStyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation.Hanqing Wang, Yajing Luo, Boya Xiong, Guanhua Chen, Yun Chen
2022ACLTowards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation.Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2022AISTATSPolicy Learning for Optimal Individualized Dose Intervals.Guanhua Chen, Xiaomao Li, Menggang Yu
2022EMNLPMultilingual Sentence Transformer as A Multilingual Word Aligner.Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen
2022EMNLPXLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation.Yong Wang, Shilin He, Guanhua Chen, Yun Chen, Daxin Jiang
2021AAAILexically Constrained Neural Machine Translation with Explicit Alignment Guidance.Guanhua Chen, Yun Chen, Victor O. K. Li
2021EMNLPZero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders.Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2020EMNLPAccurate Word Alignment Induction from Neural Machine Translation.Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu
2020IJCAILexical-Constraint-Aware Neural Machine Translation via Data Augmentation.Guanhua Chen, Yun Chen, Yong Wang, Victor O. K. Li
2017AMIACalibration Drift Among Regression and Machine Learning Models for Hospital Mortality.Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
2017AMIAMachine Learning Models to Predict Readmission for Patients with Cirrhosis.Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny
2010ADMAAnchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data.Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie
2009SSDBMA Bipartite Graph Framework for Summarizing High-Dimensional Binary, Categorical and Numeric Data.Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai
2005IGARSSA compensation mechanism in GIS Web service composition.Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen
2005IGARSSG-WSDL: a data-oriented approach to model GIS Web services.Guanhua Chen, Kunqing Xie, Xiujun Ma, Yanfeng Sun, Yuanzhi Zhang, Lebin Sun
2005IGARSSA peer-to-peer architecture for dynamic executing GIS web service composition.Chen Liu, Xiujun Ma, Guanhua Chen, Yanfeng Sun, Xuebing Feng
2003GLOBECOMImproving the system capacity of mm-wave broadband services using multiple high altitude platforms.David Grace, Guanhua Chen, George P. White, John Thornton, Tim C. Tozer