Hengyuan Zhang
23 papers · 2022–2026 · 10 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (58) 🌍 Conference Polyglot · Gold 🏆 Keyword Champion (2) 💎 Century Club · Bronze
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Keyword Collector
(120)
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Unstoppable · Bronze
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Prolific Year · Prolific
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Renaissance Researcher
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Venues
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Research topics
Deep Learning
(16)
Artificial Intelligence
(14)
Core AI
(13)
Machine Learning
(11)
Natural Language Processing
(10)
Learning Types · Deep Learning
(9)
Learning Types · Machine Learning
(7)
Generation · Natural Language Processing
(6)
Computer Vision
(5)
Models
(5)
Resources & Methods
(5)
Core Methods
(4)
Generation · Computer Vision
(4)
Applications
(3)
Architectures
(3)
Keywords
contrastive learning
(4)
definition generation
(3)
large language model
(3)
transfer learning
(2)
parameter-efficient fine-tuning
(2)
reinforcement learning
(2)
multilingual model
(2)
text generation
(2)
multimodal learning
(2)
video generation
(2)
language learner
(2)
knowledge distillation
(1)
multi-task learning
(1)
machine translation
(1)
theorem proving
(1)
mathematical reasoning
(1)
catastrophic forgetting
(1)
representation learning
(1)
multilingual translation
(1)
symbolic reasoning
(1)
Papers
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
ACL 2026
Pantheon360: Taming Digital Twin Generation via 3D-Aware 360deg Video Diffusion
CVPR 2026
Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data
ACL 2026
Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance
CVPR 2026
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
ACL 2026
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment
NAACL 2025
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
ACL 2025
Co^3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
ICLR 2025
DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions
ICCV 2025
Empowering World Models with Reflection for Embodied Video Prediction
ICML 2025
FreeDance: Towards Harmonic Free-Number Group Dance Generation via a Unified Framework
ICCV 2025
GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
EMNLP 2025
Knowledge Bridges the Intent Gap: Contextual Fusion in Medical Fine-Grained Segmentation
MICCAI 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete
CVPR 2025
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework
ACL 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
EMNLP 2025
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model
ACL 2024
Incremental Residual Concept Bottleneck Models
CVPR 2024
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning
ACL 2023
Multi-level Contrastive Learning for Script-based Character Understanding
EMNLP 2023
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling
SemEval 2022
Fine-grained Contrastive Learning for Definition Generation
AACL 2022
Multitasking Framework for Unsupervised Simple Definition Generation
ACL 2022