Yan Zhang

150 papers · 2002–2026 · 22 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (24) 🌍 Conference Polyglot (22) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (29) 🏠 Conference Loyalist (26) 🤝 Dynamic Duo (20) 👑 Triple Crown 🧬 Topic Evolution 🏆 Grand Slam 👥 Mega-Team (20) 🔬 Deep Specialist (18) 🏆 Keyword Champion 🚀 Conference Pioneer ⚡ Prolific Year (28) 🔥 Unstoppable (14) 🗃️ Keyword Collector (60) 💎 Century Club (143) 📈 Trend Setter ❓ The Questioner (6)

Conferences

EMNLP (26) AAAI (22) ACL (17) CVPR (16) IJCAI (10) ICLR (9) ICCV (9) ICML (8) NAACL (5) ECCV (4) COLING (4) IJCNLP (4) INTERSPEECH (4) NIPS (4) CONLL (1) AISTATS (1) ACML (1) L4DC (1) MICCAI (1) MIDL (1) UAI (1) WACV (1)

Top co-authors

Zuozhu Liu (20) Siyu Tang (13) Haizhou Li (11) Hao Sun (10) Xiawu Zheng (7) Runze Hu (7) Yunhang Shen (6) Chen Zhang (6) Lidong Bing (6) Ke Li (6)

Keywords

large language model (15) graph neural network (8) representation learning (8) contrastive learning (8) multimodal learning (6) semi-supervised learning (6) retrieval-augmented generation (6) diffusion model (5) in-context learning (5) zero-shot learning (5) neural network (5) reinforcement learning (5) unsupervised learning (5) named entity recognition (5) 3d reconstruction (4) variational autoencoder (4) machine translation (4) point cloud (4) deep learning (4) domain adaptation (4)

Papers

LookFlow: Training-Free and Efficient High-Resolution Image Synthesis via Dynamic Lookahead Guidance Flow AAAI 2026

Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026

SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction AAAI 2026

Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment AAAI 2026

SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments AAAI 2026

SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026

Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026

UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment AAAI 2026

PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning ICCV 2025

Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval ACL 2025

Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025

M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025

Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding ACL 2025

FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning MICCAI 2025

DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025

Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025

Towards Micro-Action Recognition with Limited Annotations: An Asynchronous Pseudo Labeling and Training Approach IJCAI 2025

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection IJCAI 2025

MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces IJCAI 2025

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025

A Theory for Conditional Generative Modeling on Multiple Data Sources ICML 2025

Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025

UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning CVPR 2025

SerialGen: Personalized Image Generation by First Standardization Then Personalization CVPR 2025

CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025

Improving Equivariant Networks with Probabilistic Symmetry Breaking ICLR 2025

SysBench: Can LLMs Follow System Message? ICLR 2025

ProtPainter: Draw or Drag Protein via Topology-guided Diffusion ICLR 2025

Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models ICCV 2025

ESCNet:Edge-Semantic Collaborative Network for Camouflaged Object Detection ICCV 2025

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025

ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge EMNLP 2025

Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025

DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025

Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025

BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution AAAI 2025

Feature Denoising Diffusion Model for Blind Image Quality Assessment AAAI 2025

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues AAAI 2025

APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025

Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025

TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025

Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction NAACL 2025

M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025

CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024

Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level EMNLP 2024

Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning AAAI 2024

DiffAIL: Diffusion Adversarial Imitation Learning AAAI 2024

Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories CVPR 2024

FLY-TTS: Fast, Lightweight and High-Quality End-to-End Text-to-Speech Synthesis INTERSPEECH 2024

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024

CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024

Object centric architectures enable efficient causal representation learning ICLR 2024

Graph Neural Networks for Learning Equivariant Representations of Neural Networks ICLR 2024

DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024

Retrieved In-Context Principles from Previous Mistakes EMNLP 2024

Unsupervised Concept Discovery Mitigates Spurious Correlations ICML 2024

UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking NAACL 2024

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024

RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification NIPS 2024

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024

Improving Large Language Models in Event Relation Logical Prediction ACL 2024

Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024

Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models EMNLP 2024

Improved Generalization of Weight Space Networks via Augmentations ICML 2024

Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment ICML 2024

Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity ICML 2024

LiDAR-Net: A Real-scanned 3D Point Cloud Dataset for Indoor Scenes CVPR 2024

RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024

Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives CVPR 2024

EgoGen: An Egocentric Synthetic Data Generator CVPR 2024

Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation MIDL 2024

Synthesizing Diverse Human Motions in 3D Indoor Scenes ICCV 2023

Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments NIPS 2023

Data-Efficient Image Quality Assessment with Attention-Panel Decoder AAAI 2023

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023

CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023

Empirical Study of Zero-Shot NER with ChatGPT EMNLP 2023

Allies: Prompting Large Language Model with Beam Search EMNLP 2023

How Well Do Text Embedding Models Understand Syntax? EMNLP 2023

Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views ICCV 2023

Equivariance with Learned Canonicalization Functions ICML 2023

CrossSplit: Mitigating Label Noise Memorization through Data Splitting ICML 2023

Unlocking Slot Attention by Changing Optimal Transport Costs ICML 2023

Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022

Neural Enhanced Dynamic Message Passing AISTATS 2022

Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning INTERSPEECH 2022

Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL INTERSPEECH 2022

ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022

Contrastive latent variable models for neural text generation UAI 2022

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022

Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation ECCV 2022

Compositional Human-Scene Interaction Synthesis with Semantic Control ECCV 2022

SAGA: Stochastic Whole-Body Grasping with Contact ECCV 2022

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022

IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022

EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices ECCV 2022

The Wanderings of Odysseus in 3D Scenes CVPR 2022

ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization NAACL 2021

Bootstrapped Unsupervised Sentence Representation Learning ACL 2021

Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021

Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion ICCV 2021

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021

DynaEval: Unifying Turn and Dialogue Level Evaluation ACL 2021

We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021

DynaEval: Unifying Turn and Dialogue Level Evaluation IJCNLP 2021

Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021

Revisiting Self-training for Few-shot Learning of Language Model EMNLP 2021

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021

Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021

LEAP: Learning Articulated Occupancy of People CVPR 2021

Learning Motion Priors for 4D Human Body Capture in 3D Scenes ICCV 2021

SK-Net: Deep Learning on Point Cloud via End-to-End Discovery of Spatial Keypoints AAAI 2020

Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020

Disentangle-based Continual Graph Representation Learning EMNLP 2020

An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020

ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020

FSPool: Learning Set Representations with Featurewise Sort Pooling ICLR 2020

Towards Universal Languages for Tractable Ontology Mediated Query Answering AAAI 2020

Better Set Representations For Relational Reasoning NIPS 2020

Generating 3D People in Scenes Without People CVPR 2020

Model-theoretic Characterizations of Existential Rule Languages IJCAI 2020

Non-Parallel Many-to-Many Voice Conversion with PSR-StarGAN INTERSPEECH 2020

Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior AAAI 2020

“What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020

EA Reader: Enhance Attentive Reader for Cloze-Style Question Answering via Multi-Space Context Fusion AAAI 2019

Visualization of Convolutional Neural Networks for Monocular Depth Estimation ICCV 2019

PartNet: A Recursive Part Decomposition Network for Fine-Grained and Hierarchical Shape Segmentation CVPR 2019

Deep Set Prediction Networks NIPS 2019

Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019

Attention Guided Graph Convolutional Networks for Relation Extraction ACL 2019

Learning Representations of Sets through Optimized Permutations ICLR 2019

Feature Quantization for Defending Against Distortion of Images CVPR 2018

Learning to Count Objects in Natural Images for Visual Question Answering ICLR 2018

Truncating Wide Networks Using Binary Tree Architectures ICCV 2017

Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016

Expressive Completeness of Existential Rule Languages for Ontology-Based Query Answering IJCAI 2016

User Based Aggregation for Biterm Topic Model IJCNLP 2015

User Based Aggregation for Biterm Topic Model ACL 2015

Tailor knowledge graph for query understanding: linking intent topics by propagation EMNLP 2014

Summarizing Complex Events: a Cross-Modal Solution of Storylines Extraction and Reconstruction EMNLP 2013

Definability of Horn Revision from Horn Contraction IJCAI 2013

First-Order Expressibility and Boundedness of Disjunctive Logic Programs IJCAI 2013

Timeline Generation through Evolutionary Trans-Temporal Summarization EMNLP 2011

Combining Syntactic and Semantic Features by SVM for Unrestricted Coreference Resolution CONLL 2011

Corpus-oriented Acquisition of Chinese Grammar IJCNLP 2005

Chinese Syntactic Parsing Based on Extended GLR Parsing Algorithm with PCFG* COLING 2002