Hengyuan Zhang

67 papers A* 6B 1Journal 44Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Outliers: A Data-Free Layer-wise Mixed-Precision Quantization Approach Driven by Numerical and Structural Dual-Sensitivity. CoRR Hengyuan Zhang, Xinrong Chen, Zunhai Su, Xiao Liang, Jing Xiong, Wendong Xu, He Xiao, Chaofan Tao, Wei Zhang, Ruobing Xie, Lei Ji, Hayden Kwok-Hay So, Ngai Wong
2026	—	`conf`	CHASE: A CHiplet Architecture Simulation and Exploration Framework with Decoupled Multi-Fidelity Optimization. ISPD Shixin Chen, Hengyuan Zhang, Jianwang Zhai, Bei Yu
2026	J	`jnl`	CoCoGesture: Towards coherent co-speech 3D gesture generation in the wild. Inf. Fusion Xingqun Qi, Hengyuan Zhang, Yatian Wang, Jiahao Pan, Chen Liu, Muyi Sun, Wei Xue, Shanghang Zhang, Sirui Han, Qifeng Liu, Yike Guo
2026	J	`jnl`	Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. CoRR Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong
2026	J	`jnl`	MMFormalizer: Multimodal Autoformalization in the Wild. CoRR Jing Xiong, Qi Han, Yunta Hsieh, Hui Shen, Huajian Xin, Chaofan Tao, Chenyang Zhao, Hengyuan Zhang, Taiqiang Wu, Zhen Zhang, Haochen Wang, Zhongwei Wan, Lingpeng Kong, Ngai Wong
2026	J	`jnl`	Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance. CoRR Xinrong Chen, Xu Chu, Yingmin Qiu, Hengyuan Zhang, Jing Xiong, Shiyu Tang, Shuai Liu, Shaokang Yang, Cheng Yang, Hayden Kwok-Hay So, Ngai Wong
2026	J	`jnl`	Self-supervised contrastive learning achieves 12-lead ECG classification. Biomed. Signal Process. Control. Ke Ma, Tao Zhang, Hengyuan Zhang, Wu Huang
2026	J	`jnl`	Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability. CoRR Xiao Liang, Zhong-Zhi Li, Zhenghao Lin, Eric Hanchen Jiang, Hengyuan Zhang, Yelong Shen, Kai-Wei Chang, Ying Nian Wu, Yeyun Gong, Weizhu Chen
2025	J	`jnl`	A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models. ACM Trans. Knowl. Discov. Data Hengyuan Zhang, Zitao Liu, Chenming Shang, Dawei Li, Yong Jiang
2025	—	`conf`	BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment. NAACL (Long Papers) Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen
2025	J	`jnl`	Balanced social media engagement and firm performance in consumer goods industry. Ind. Manag. Data Syst. Sheng Shu, Hengyuan Zhang
2025	—	`conf`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. ACL (1) Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Mahmoud Khademi, Hany Hassan Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	J	`jnl`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. CoRR Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Ziyi Yang, Mahmoud Khademi, Hany Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	J	`jnl`	Co CoRR Xingqun Qi, Yatian Wang, Hengyuan Zhang, Jiahao Pan, Wei Xue, Shanghang Zhang, Wenhan Luo, Qifeng Liu, Yike Guo
2025	A*	`conf`	Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion. ICLR Xingqun Qi, Yatian Wang, Hengyuan Zhang, Jiahao Pan, Wei Xue, Shanghang Zhang, Wenhan Luo, Qifeng Liu, Yike Guo
2025	J	`jnl`	DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions. CoRR Hengyuan Zhang, Zhe Li, Xingqun Qi, Mengze Li, Muyi Sun, Man Zhang, Sirui Han
2025	J	`jnl`	Dual-branch fusion network with mutual learning for 12-lead electrocardiogram signal classification. Appl. Soft Comput. Ke Ma, Tao Zhang, Hengyuan Zhang, Wu Huang
2025	A*	`conf`	Empowering World Models with Reflection for Embodied Video Prediction. ICML Xiaowei Chi, Chun-Kai Fan, Hengyuan Zhang, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wei Xue, Qifeng Liu, Shanghang Zhang, Yike Guo
2025	J	`jnl`	Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation. CoRR Hengyuan Zhang, Shiping Yang, Xiao Liang, Chenming Shang, Yuxuan Jiang, Chaofan Tao, Jing Xiong, Hayden Kwok-Hay So, Ruobing Xie, Angel X. Chang, Ngai Wong
2025	J	`jnl`	Gaussian Combined Distance: A Generic Metric for Object Detection. CoRR Ziqian Guan, Xieyi Fu, Pengjun Huang, Hengyuan Zhang, Hubin Du, Yongtao Liu, Yinglin Wang, Qang Ma
2025	J	`jnl`	Gaussian Combined Distance: A Generic Metric for Object Detection. IEEE Geosci. Remote. Sens. Lett. Ziqian Guan, Xieyi Fu, Pengjun Huang, Hengyuan Zhang, Hubin Du, Yongtao Liu, Yinglin Wang, Qang Ma
2025	J	`jnl`	GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors. CoRR Hengyuan Zhang, Xinrong Chen, Yingmin Qiu, Xiao Liang, Ziyue Li, Guanyu Wang, Weiping Li, Tong Mo, Wenyue Li, Hayden Kwok-Hay So, Ngai Wong
2025	—	`conf`	GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors. EMNLP (Findings) Xinrong Chen, Hengyuan Zhang, Yingmin Qiu, Xiao Liang, Ziyue Li, Guanyu Wang, Weiping Li, Tong Mo, Hayden Kwok-Hay So, Ngai Wong
2025	J	`jnl`	Joint task caching and privacy protecting task offloading for edge computing in industrial internet. Computing Yanping Chen, Hengyuan Zhang, Xiaomin Jin, Haizhou Liu, Zhongmin Wang
2025	—	`conf`	Knowledge Bridges the Intent Gap: Contextual Fusion in Medical Fine-Grained Segmentation. MICCAI (1) Hengyuan Zhang, Peng Qiao, Wenyu Li, Yan Jia, Yong Dou
2025	J	`jnl`	Predicting stomatal conductance of chili peppers using TPE-optimized LightGBM and SHAP feature analysis based on UAVs' hyperspectral, thermal infrared imagery, and meteorological data. Comput. Electron. Agric. Haiyang Zhang, Wenwen Li, Guolong Wang, Fanfan Song, Zhaoqi Wen, Hengyuan Zhang, Ling Tong, Shaozhong Kang
2025	J	`jnl`	Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data. CoRR Shiping Yang, Jie Wu, Wenbiao Ding, Ning Wu, Shining Liang, Ming Gong, Hengyuan Zhang, Dongmei Zhang
2025	A*	`conf`	RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. CVPR Yuheng Ji, Huajie Tan, Jiayu Shi, Xiaoshuai Hao, Yuan Zhang, Hengyuan Zhang, Pengwei Wang, Mengdi Zhao, Yao Mu, Pengju An, Xinda Xue, Qinghang Su, Huaihai Lyu, Xiaolong Zheng, Jiaming Liu, Zhongyuan Wang, Shanghang Zhang
2025	J	`jnl`	RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. CoRR Yuheng Ji, Huajie Tan, Jiayu Shi, Xiaoshuai Hao, Yuan Zhang, Hengyuan Zhang, Pengwei Wang, Mengdi Zhao, Yao Mu, Pengju An, Xinda Xue, Qinghang Su, Huaihai Lyu, Xiaolong Zheng, Jiaming Liu, Zhongyuan Wang, Shanghang Zhang
2025	—	`conf`	ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework. ACL (1) Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Yiyao Yu, Feng Yao, Renliang Sun, Yujiu Yang, Furu Wei
2025	J	`jnl`	SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning. CoRR Xiao Liang, Zhong-Zhi Li, Yeyun Gong, Yang Wang, Hengyuan Zhang, Yelong Shen, Ying Nian Wu, Weizhu Chen
2025	—	`conf`	The Survey of 2.5D Integrated Architecture: An EDA perspective. ASP-DAC Shixin Chen, Hengyuan Zhang, Zichao Ling, Jianwang Zhai, Bei Yu
2025	A*	`conf`	TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review. EMNLP Yuan Chang, Ziyue Li, Hengyuan Zhang, Yuanbo Kong, Yanru Wu, Hayden Kwok-Hay So, Zhijiang Guo, Liya Zhu, Ngai Wong
2025	J	`jnl`	TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review. CoRR Yuan Chang, Ziyue Li, Hengyuan Zhang, Yuanbo Kong, Yanru Wu, Zhijiang Guo, Ngai Wong
2024	J	`jnl`	A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models. CoRR Hengyuan Zhang, Zitao Liu, Chenming Shang, Dawei Li, Yong Jiang
2024	J	`jnl`	A lightweight SelfONN model for general ECG classification with pretraining. Biomed. Signal Process. Control. Keke Qin, Wu Huang, Tao Zhang, Hengyuan Zhang, Xiangrong Cheng
2024	J	`jnl`	BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment. CoRR Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen
2024	—	`conf`	Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model. ACL (Findings) Hengyuan Zhang, Yanru Wu, Dawei Li, Sak Yang, Rui Zhao, Yong Jiang, Fei Tan
2024	J	`jnl`	Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model. CoRR Hengyuan Zhang, Yanru Wu, Dawei Li, Zacc Yang, Rui Zhao, Yong Jiang, Fei Tan
2024	J	`jnl`	EVA: An Embodied World Model for Future Video Anticipation. CoRR Xiaowei Chi, Hengyuan Zhang, Chun-Kai Fan, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wei Xue, Wenhan Luo, Shanghang Zhang, Yike Guo
2024	J	`jnl`	Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning. CoRR Hengyuan Zhang, Zitao Liu, Shuyan Huang, Chenming Shang, Bojun Zhan, Yong Jiang
2024	A*	`conf`	Incremental Residual Concept Bottleneck Models. CVPR Chenming Shang, Shiji Zhou, Hengyuan Zhang, Xinzhe Ni, Yujiu Yang, Yuwang Wang
2024	J	`jnl`	Incremental Residual Concept Bottleneck Models. CoRR Chenming Shang, Shiji Zhou, Hengyuan Zhang, Xinzhe Ni, Yujiu Yang, Yuwang Wang
2024	J	`jnl`	ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework. CoRR Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Feng Yao, Renliang Sun, Yiyao Yu, Yujiu Yang, Furu Wei
2024	J	`jnl`	The Survey of Chiplet-based Integrated Architecture: An EDA perspective. CoRR Shixin Chen, Hengyuan Zhang, Zichao Ling, Jianwang Zhai, Bei Yu
2024	B	`conf`	Understanding Multimodal Deep Neural Networks: A Concept Selection View. CogSci Chenming Shang, Hengyuan Zhang, Hao Wen, Yujiu Yang
2024	J	`jnl`	Understanding Multimodal Deep Neural Networks: A Concept Selection View. CoRR Chenming Shang, Hengyuan Zhang, Hao Wen, Yujiu Yang
2023	—	`conf`	Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning. BEA@ACL Hengyuan Zhang, Dawei Li, Yanran Li, Chenming Shang, Chufan Shi, Yong Jiang
2023	J	`jnl`	Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning. CoRR Hengyuan Zhang, Dawei Li, Yanran Li, Chenming Shang, Chufan Shi, Yong Jiang
2023	J	`jnl`	Bridging the Gap: Deciphering Tabular Data Using Large Language Model. CoRR Hengyuan Zhang, Peng Chang, Zongcheng Ji
2023	—	`conf`	GATAEPR: A Graph Attention Autoencoder for Predicting Disease Progression Relationships in Cancer Patients: Predicting the Disease Progression in Cancer Patients. ICBBT Hengyuan Zhang
2023	—	`conf`	MORGAT: A Model Based Knowledge-Informed Multi-omics Integration and Robust Graph Attention Network for Molecular Subtyping of Cancer. ICIC (3) Haobo Shi, Yujie Gu, Hengyuan Zhang, Xuan Li, Yangkun Cao
2023	A*	`conf`	Multi-level Contrastive Learning for Script-based Character Understanding. EMNLP Dawei Li, Hengyuan Zhang, Yanran Li, Shiping Yang
2023	J	`jnl`	Multi-level Contrastive Learning for Script-based Character Understanding. CoRR Dawei Li, Hengyuan Zhang, Yanran Li, Shiping Yang
2022	—	`conf`	BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling. SemEval@NAACL Cunliang Kong, Yujie Wang, Ruining Chong, Liner Yang, Hengyuan Zhang, Erhong Yang, Yaping Huang
2022	J	`jnl`	BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling. CoRR Cunliang Kong, Yujie Wang, Ruining Chong, Liner Yang, Hengyuan Zhang, Erhong Yang, Yaping Huang
2022	—	`conf`	Fine-grained Contrastive Learning for Definition Generation. AACL/IJCNLP (1) Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li
2022	J	`jnl`	Fine-grained Contrastive Learning for Definition Generation. CoRR Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li
2022	—	`conf`	Multitasking Framework for Unsupervised Simple Definition Generation. ACL (1) Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, Erhong Yang
2022	J	`jnl`	Multitasking Framework for Unsupervised Simple Definition Generation. CoRR Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, Erhong Yang
2022	—	`conf`	Optimal Layout of Charging Stations based on Intelligent Traffic Flow Research and Data Analysis. CIPAE Zhefan Chen, Hengyuan Zhang, Qianru Fan
2022	J	`jnl`	Temporal-aware and multifaceted social contexts modeling for social recommendation. Knowl. Based Syst. Qing Meng, Bo Liu, Hengyuan Zhang, Xuheng Sun, Jiuxin Cao, Roy Ka-Wei Lee
2022	J	`jnl`	VGMF: Visual contents and geographical influence enhanced point-of-interest recommendation in location-based social network. Trans. Emerg. Telecommun. Technol. Bo Liu, Qing Meng, Hengyuan Zhang, Kun Xu, Jiuxin Cao
2018	J	`jnl`	A Demand-Supply Oriented Taxi Recommendation System for Vehicular Social Networks. IEEE Access Xiaojie Wang, Hengyuan Zhang, Lei Wang, Zhaolong Ning
2016	J	`jnl`	Fuzzy community detection via modularity guided membership-degree propagation. Pattern Recognit. Lett. Hengyuan Zhang, Xiaowu Chen, Jia Li, Bin Zhou
2013	—	`conf`	Network-Based Clustering and Embedding for High-Dimensional Data Visualization. CAD/Graphics Hengyuan Zhang, Xiaowu Chen
2012	J	`jnl`	Virtual calligraphic carving through smoothness scalar field and brush-pressure distribution. Comput. Animat. Virtual Worlds Xiaowu Chen, Hengyuan Zhang, Qinping Zhao