Zhen Yang

69 papers · 2016–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (13) 🏃 Academic Marathon (9) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (133) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 👥 Mega-Team (23) 🏆 Keyword Champion (2) 🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (12) 💎 Century Club (64) 🔥 Unstoppable (8) 🗃️ Keyword Collector (312) 📈 Trend Setter ❓ The Questioner ⚡ Prolific Year (10) 🚀 Conference Pioneer

Conferences

AAAI (16) EMNLP (11) CVPR (8) COLING (6) ACL (5) ICLR (4) ICML (4) NAACL (4) IJCAI (3) ICCV (2) INTERSPEECH (2) NIPS (2) EACL (1) ECCV (1)

Top co-authors

Gengyu Lyu (14) Fandong Meng (10) Jie Zhou (10) Yongjian Deng (8) Yuena Lin (8) Hao Chen (7) Bo Xu (5) Wei Chen (5) Ping Jian (5) Feng Wang (5)

Keywords

contrastive learning (9) neural machine translation (6) attention mechanism (5) large language model (5) semantic segmentation (5) transformer architecture (4) graph neural network (4) machine translation (3) generative adversarial network (3) few-shot learning (3) 3d vision (3) image segmentation (2) data augmentation (2) mathematical reasoning (2) prototype learning (2) event camera (2) transfer learning (2) model compression (2) representation learning (2) natural language processing (2)

Papers

Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026

MathSE: Improving Multimodal Mathematical Reasoning via Self-Evolving Iterative Reflection and Reward-Guided Fine-Tuning AAAI 2026

Hypergraph-Based Multi-View Multi-Label Classification via Adaptive High-Order Semantic Fusion AAAI 2026

TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026

CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness AAAI 2026

LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025

MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds AAAI 2025

ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance AAAI 2025

CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025

Graph Consistency and Diversity Measurement for Federated Multi-View Clustering AAAI 2025

Multi-View Multi-Label Classification via View-Label Matching Selection AAAI 2025

Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025

Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models NAACL 2025

Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025

Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries ICML 2025

HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025

Constructing Your Model’s Value Distinction: Towards LLM Alignment with Anchor Words Tuning EMNLP 2025

Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning EMNLP 2025

Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation AAAI 2025

Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025

GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025

Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank ICML 2025

Trustworthy Machine Learning through Data-Specific Indistinguishability ICML 2025

Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025

Scaling Laws for Floating–Point Quantization Training ICML 2025

Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary ICLR 2025

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025

Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025

LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024

FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition CVPR 2024

Video Frame Interpolation via Direct Synthesis with the Event-based Reference CVPR 2024

DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition INTERSPEECH 2024

Object-Aware Inversion and Reassembly for Image Editing ICLR 2024

SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting IJCAI 2024

Improving Implicit Discourse Relation Recognition with Semantics Confrontation COLING 2024

LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders COLING 2024

FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior ECCV 2024

Common-Individual Semantic Fusion for Multi-View Multi-Label Learning IJCAI 2024

TriSampler: A Better Negative Sampling Principle for Dense Retrieval AAAI 2024

Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement ACL 2023

Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023

CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023

Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023

Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023

ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation ICCV 2023

Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media AAAI 2022

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL 2022

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022

Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization NIPS 2022

Laneformer: Object-Aware Row-Column Transformers for Lane Detection AAAI 2022

ONCE-3DLanes: Building Monocular 3D Lane Detection CVPR 2022

Findings of the WMT 2022 Shared Task on Translation Suggestion EMNLP 2022

WeTS: A Benchmark for Translation Suggestion EMNLP 2022

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING 2022

Active Learning for Lane Detection: A Knowledge Distillation Approach ICCV 2021

Focus on Local: Detecting Lane Marker From Bottom Up via Key Point CVPR 2021

Bi-GCN: Binary Graph Convolutional Network CVPR 2021

Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021

Multiple Sclerosis Severity Classification From Clinical Text EMNLP 2020

CSP:Code-Switching Pre-training for Neural Machine Translation EMNLP 2020

Adapting Translation Models for Transcript Disfluency Detection AAAI 2019

Semi-Supervised Disfluency Detection COLING 2018

Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018

Co-whitening of I-vectors for Short and Long Duration Speaker Verification INTERSPEECH 2018

Unsupervised Neural Machine Translation with Weight Sharing ACL 2018

A Character-Aware Encoder for Neural Machine Translation COLING 2016