Guanhua Chen - RankMe

71 papers A* 8A 1Journal 43Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ARGOS: Automated Functional Safety Requirement Synthesis for Embodied AI via Attribute-Guided Combinatorial Reasoning. CoRR Dongsheng Chen, Yuxuan Li, Yi Lin, Guanhua Chen, Jiaxin Zhang, Xiangyu Zhao, Lei Ma, Xin Yao, Xuetao Wei
2026	J	`jnl`	Anchored Policy Optimization: Mitigating Exploration Collapse Via Support-Constrained Rectification. CoRR Tianyi Wang, Long Li, Hongcan Guo, Yibiao Chen, Yixia Li, Yong Wang, Yun Chen, Guanhua Chen
2026	J	`jnl`	BiasScope: Towards Automated Detection of Bias in LLM-as-a-Judge Evaluation. CoRR Peng Lai, Zhihao Ou, Yong Wang, Longyue Wang, Jian Yang, Yun Chen, Guanhua Chen
2026	A*	`conf`	ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions. AAAI Xingwei He, Qianru Zhang, Pengfei Chen, Guanhua Chen, Linlin Yu, Yuan Yuan, Siu-Ming Yiu
2026	A*	`conf`	Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief. AAAI Zeguan Xiao, Diyang Dou, Boya Xiong, Yun Chen, Guanhua Chen
2026	J	`jnl`	From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics. CoRR Bowen Cao, Dongdong Zhang, Yixia Li, Junpeng Liu, Shijue Huang, Chufan Shi, Hongyuan Lu, Yaokang Wu, Guanhua Chen, Wai Lam, Furu Wei
2026	J	`jnl`	Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents. CoRR Zeping Li, Hongru Wang, Yiwen Zhao, Guanhua Chen, Yixia Li, Keyang Chen, Yixin Cao, Guangnan Ye, Hongfeng Chai, Zhenfei Yin
2026	J	`jnl`	SemTraj: Semantic-controllable diffusion model for high-fidelity trajectory data generation. Expert Syst. Appl. Yuchen Jiang, Guanhua Chen, Shiyao Zhang, Liang Han, James Jianqiao Yu
2026	J	`jnl`	Towards Fair and Comprehensive Evaluation of Routers in Collaborative LLM Systems. CoRR Wanxing Wu, He Zhu, Yixia Li, Lei Yang, Jiehui Zhao, Hongru Wang, Jian Yang, Benyou Wang, Bingyi Jing, Guanhua Chen
2025	J	`jnl`	A Joint Learning of Force Feedback of Robotic Manipulation and Textual Cues for Granular Materials Classification. IEEE Robotics Autom. Lett. Zeqing Zhang, Guanqi Chen, Wentao Chen, Ruixing Jia, Guanhua Chen, Liangjun Zhang, Jia Pan, Peng Zhou
2025	J	`jnl`	ADAMIX: Adaptive Mixed-Precision Delta-Compression with Quantization Error Optimization for Large Language Models. CoRR Boya Xiong, Shuo Wang, Weifeng Ge, Guanhua Chen, Yun Chen
2025	J	`jnl`	Anchored Supervised Fine-Tuning. CoRR He Zhu, Junyou Su, Peng Lai, Ren Ma, Wenjia Zhang, Linyi Yang, Guanhua Chen
2025	J	`jnl`	Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers. CoRR Yutao Hou, Zeguan Xiao, Fei Yu, Yihan Jiang, Xuetao Wei, Hailiang Huang, Yun Chen, Guanhua Chen
2025	J	`jnl`	Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations. CoRR Peng Lai, Jianjie Zheng, Sijie Cheng, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
2025	J	`jnl`	CALM Before the STORM: Unlocking Native Reasoning for Optimization Modeling. CoRR Zhengyang Tang, Zihan Ye, Chenyu Huang, Xuhan Huang, Chengpeng Li, Sihang Li, Guanhua Chen, Ming Yan, Zizhuo Wang, Hongyuan Zha, Dayiheng Liu, Benyou Wang
2025	J	`jnl`	ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions. CoRR Xingwei He, Qianru Zhang, Pengfei Chen, Guanhua Chen, Linlin Yu, Yuan Yuan, Siu-Ming Yiu
2025	J	`jnl`	Enhancing Large Language Model Reasoning via Selective Critical Token Fine-Tuning. CoRR Zhiwen Ruan, Yixia Li, He Zhu, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
2025	J	`jnl`	Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief. CoRR Zeguan Xiao, Diyang Dou, Boya Xiong, Yun Chen, Guanhua Chen
2025	—	`conf`	FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only. ACL (Findings) He Zhu, Yifan Ding, Yicheng Tao, Zhiwen Ruan, Yixia Li, Wenjia Zhang, Yun Chen, Guanhua Chen
2025	J	`jnl`	From Word to World: Can Large Language Models be Implicit Text-based World Models? CoRR Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Pony Ma, Guanhua Chen, Heng Ji, Mengdi Wang
2025	A*	`conf`	G2: Guided Generation for Enhanced Output Diversity in LLMs. EMNLP Zhiwen Ruan, Yixia Li, Yefeng Liu, Yun Chen, Weihua Luo, Peng Li, Yang Liu, Guanhua Chen
2025	J	`jnl`	G2: Guided Generation for Enhanced Output Diversity in LLMs. CoRR Zhiwen Ruan, Yixia Li, Yefeng Liu, Yun Chen, Weihua Luo, Peng Li, Yang Liu, Guanhua Chen
2025	—	`conf`	ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs. ACL (1) Yan Yang, Yixia Li, Hongru Wang, Xuetao Wei, James Jianqiao Yu, Yun Chen, Guanhua Chen
2025	J	`jnl`	ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs. CoRR Yan Yang, Yixia Li, Hongru Wang, Xuetao Wei, Jianqiao Yu, Yun Chen, Guanhua Chen
2025	—	`conf`	LLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation. ACL (1) Yuxuan Li, Xinwei Guo, Jiashi Gao, Guanhua Chen, Xiangyu Zhao, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025	—	`conf`	LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy. NAACL (Findings) Zhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen, Guanhua Chen
2025	J	`jnl`	LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy. CoRR Zhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen, Guanhua Chen
2025	—	`conf`	MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. NAACL (Long Papers) Hanqing Wang, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen
2025	—	`conf`	Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages. EMNLP (Findings) Yongdong Chi, Hanqing Wang, Yun Chen, Yan Yang, Jian Yang, Zonghan Yang, Xiao Yan, Guanhua Chen
2025	J	`jnl`	Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages. CoRR Yongdong Chi, Hanqing Wang, Zonghan Yang, Jian Yang, Xiao Yan, Yun Chen, Guanhua Chen
2025	—	`conf`	PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models. EMNLP (Industry Track) He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang
2025	J	`jnl`	PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models. CoRR He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang
2025	—	`conf`	PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework. ACL (6) He Zhu, Guanhua Chen, Wenjia Zhang
2025	—	`conf`	Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions. NAACL (Long Papers) Hongru Wang, Boyang Xue, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Huimin Wang, Guanhua Chen, Kam-Fai Wong
2025	—	`conf`	SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters. NAACL (Long Papers) Yan Yang, Zeguan Xiao, Xin Lu, Hongru Wang, Xuetao Wei, Hailiang Huang, Guanhua Chen, Yun Chen
2025	J	`jnl`	TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation. CoRR He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen
2025	—	`conf`	Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation. ACL (Findings) He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen
2025	—	`conf`	The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing. ACL (Findings) Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Guanhua Chen, Xiangyu Zhao, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025	J	`jnl`	Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms. CoRR Zeguan Xiao, Yun Chen, Guanhua Chen
2025	J	`jnl`	Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models. CoRR Chenyu Zhu, Yefeng Liu, Chenyang Lyu, Xue Yang, Guanhua Chen, Longyue Wang, Weihua Luo, Kaifu Zhang
2025	J	`jnl`	Understanding Particles From Video: Property Estimation of Granular Materials via Visuo-Haptic Learning. IEEE Robotics Autom. Lett. Zeqing Zhang, Guangze Zheng, Xuebo Ji, Guanqi Chen, Ruixing Jia, Wentao Chen, Guanhua Chen, Liangjun Zhang, Jia Pan
2025	J	`jnl`	Unveiling Over-Memorization in Finetuning LLMs for Reasoning Tasks. CoRR Zhiwen Ruan, Yun Chen, Yutao Hou, Peng Li, Yang Liu, Guanhua Chen
2024	J	`jnl`	ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models. CoRR Hengxiang Zhang, Hongfu Gao, Qiang Hu, Guanhua Chen, Lili Yang, Bingyi Jing, Hongxin Wei, Bing Wang, Haifeng Bai, Lei Yang
2024	J	`jnl`	Compound-QA: A Benchmark for Evaluating LLMs on Compound Questions. CoRR Yutao Hou, Yajing Luo, Zhiwen Ruan, Hongru Wang, Weifeng Ge, Yun Chen, Guanhua Chen
2024	A*	`conf`	Distract Large Language Models for Automatic Jailbreak Attack. EMNLP Zeguan Xiao, Yan Yang, Guanhua Chen, Yun Chen
2024	J	`jnl`	FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only. CoRR He Zhu, Junyou Su, Tianle Lun, Yicheng Tao, Wenjia Zhang, Zipei Fan, Guanhua Chen
2024	J	`jnl`	MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. CoRR Hanqing Wang, Zeguan Xiao, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen
2024	—	`conf`	PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning. ACL (Findings) Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen
2024	A*	`conf`	SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation. NeurIPS Yixia Li, Boya Xiong, Guanhua Chen, Yun Chen
2024	J	`jnl`	SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation. CoRR Yixia Li, Boya Xiong, Guanhua Chen, Yun Chen
2024	J	`jnl`	Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions. CoRR Hongru Wang, Boyang Xue, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Guanhua Chen, Huimin Wang, Kam-Fai Wong
2024	J	`jnl`	SoP: Unlock the Power of Social Facilitation for Automatic Jailbreak Attack. CoRR Yan Yang, Zeguan Xiao, Xin Lu, Hongru Wang, Hailiang Huang, Guanhua Chen, Yun Chen
2024	J	`jnl`	Tastle: Distract Large Language Models for Automatic Jailbreak Attack. CoRR Zeguan Xiao, Yan Yang, Guanhua Chen, Yun Chen
2024	J	`jnl`	Understanding Particles From Video: Property Estimation of Granular Materials via Visuo-Haptic Learning. CoRR Zeqing Zhang, Guangze Zheng, Xuebo Ji, Guanqi Chen, Ruixing Jia, Wentao Chen, Guanhua Chen, Liangjun Zhang, Jia Pan
2023	A	`conf`	Evaluating Explanation Methods for Vision-and-Language Navigation. ECAI Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan
2023	J	`jnl`	Evaluating Explanation Methods for Vision-and-Language Navigation. CoRR Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan
2023	J	`jnl`	Multilingual Sentence Transformer as A Multilingual Word Aligner. CoRR Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen
2023	—	`conf`	StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation. EMNLP (Findings) Hanqing Wang, Yajing Luo, Boya Xiong, Guanhua Chen, Yun Chen
2023	J	`jnl`	StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation. CoRR Hanqing Wang, Yajing Luo, Boya Xiong, Guanhua Chen, Yun Chen
2023	J	`jnl`	TADIS: Steering Models for Deep-Thinking about Demonstration Examples. CoRR Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen
2023	—	`conf`	mCLIP: Multilingual CLIP via Cross-lingual Transfer. ACL (1) Guanhua Chen, Lu Hou, Yun Chen, Wenliang Dai, Lifeng Shang, Xin Jiang, Qun Liu, Jia Pan, Wenping Wang
2022	—	`conf`	Multilingual Sentence Transformer as A Multilingual Word Aligner. EMNLP (Findings) Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen
2022	—	`conf`	Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. ACL (1) Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2022	A*	`conf`	XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation. EMNLP Yong Wang, Shilin He, Guanhua Chen, Yun Chen, Daxin Jiang
2021	A*	`conf`	Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance. AAAI Guanhua Chen, Yun Chen, Victor O. K. Li
2021	J	`jnl`	Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. CoRR Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	—	`conf`	Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. EMNLP (1) Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	J	`jnl`	Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. CoRR Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2020	—	`conf`	Accurate Word Alignment Induction from Neural Machine Translation. EMNLP (1) Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu
2020	J	`jnl`	Accurate Word Alignment Induction from Neural Machine Translation. CoRR Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu
2020	A*	`conf`	Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation. IJCAI Guanhua Chen, Yun Chen, Yong Wang, Victor O. K. Li