Yichi Zhang

73 papers · 2020–2026 · 21 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (21) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (5) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🏆 Grand Slam 🤝 Dynamic Duo (10) 🔬 Deep Specialist (13) 🧬 Topic Evolution 🔥 Unstoppable (6) ⚡ Prolific Year (16) 🗃️ Keyword Collector (285) 📈 Trend Setter ❓ The Questioner (5) 💎 Century Club (70) 🚀 Conference Pioneer

Conferences

EMNLP (11) ACL (10) AAAI (9) NIPS (8) ICLR (8) CVPR (6) IJCNLP (3) ECCV (2) ICCV (2) COLING (2) ICML (2) EACL (1) CORL (1) IJCAI (1) INTERSPEECH (1) JMLR (1) MICCAI (1) MIDL (1) NAACL (1) AACL (1) NSDI (1)

Top co-authors

Joyce Chai (10) Zhuo Chen (10) Huajun Chen (9) Wen Zhang (9) Yinpeng Dong (7) Lingbing Guo (7) Hang Su (5) Zhiru Zhang (5) Jun Zhu (5) Baobao Chang (4)

Keywords

large language model (11) multimodal learning (8) knowledge graph (5) knowledge graph completion (4) vision-language model (4) multimodal large language model (4) neural network optimization (3) representation learning (3) data augmentation (3) semi-supervised learning (3) contrastive learning (3) adversarial attack (3) link prediction (3) response generation (3) dialog system (3) multi-modal learning (2) autonomous driving (2) adversarial training (2) adversarial robustness (2) embodied ai (2)

Papers

PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026

rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026

UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026

Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025

AimBot: A Simple Auxiliary Visual Cue to Enhance Spatial Awareness of Visuomotor Policies CORL 2025

K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025

Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025

Bias Amplification: Large Language Models as Increasingly Biased Media AACL 2025

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025

Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space ACL 2025

Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors ACL 2025

RL-Guider: Leveraging Historical Decisions and Feedback for Drug Editing with Large Language Models ACL 2025

Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025

Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025

Balanced Rate-Distortion Optimization in Learned Image Compression CVPR 2025

Proactive Assistant Dialogue Generation from Streaming Egocentric Videos EMNLP 2025

Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance EMNLP 2025

Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization EMNLP 2025

CogAtom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models EMNLP 2025

SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images ICCV 2025

FIG: Flow with Interpolant Guidance for Linear Inverse Problems ICLR 2025

Towards Hierarchical Rectified Flow ICLR 2025

Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning ICLR 2025

MetaOOD: Automatic Selection of OOD Detection Models ICLR 2025

MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine ICLR 2025

A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation ICLR 2025

Multiobjective distribution matching ICML 2025

STAIR: Improving Safety Alignment with Introspective Reasoning ICML 2025

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation NAACL 2025

NDD: A Decision Diagram for Network Verification NSDI 2025

SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views AAAI 2024

Gliding over the Pareto Front with Uniform Designs NIPS 2024

MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024

PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NIPS 2024

MKGL: Mastery of a Three-Word Language NIPS 2024

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? ECCV 2024

"SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models" ECCV 2024

Rethinking Model Ensemble in Transfer-based Adversarial Attacks ICLR 2024

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain ACL 2024

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024

GROUNDHOG: Grounding Large Language Models to Holistic Segmentation CVPR 2024

Eliciting Honest Information from Authors Using Sequential Review AAAI 2024

Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model MICCAI 2024

Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024

Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding AAAI 2024

Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion COLING 2024

Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework ACL 2023

Revisiting the Evaluation of Image Synthesis with GANs NIPS 2023

Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? EMNLP 2023

Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? EMNLP 2023

Binarized Neural Machine Translation NIPS 2023

Understanding the Robustness of 3D Object Detection With Bird's-Eye-View Representations in Autonomous Driving CVPR 2023

Understanding Hyperdimensional Computing for Parallel Single-Pass Learning NIPS 2022

DANLI: Deliberative Agent for Following Natural Language Instructions EMNLP 2022

PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022

Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021

Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring ACL 2021

Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding EMNLP 2021

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making IJCNLP 2021

Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining IJCAI 2021

Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ICCV 2021

Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring IJCNLP 2021

BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining NIPS 2021

Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models EACL 2021

Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations ICLR 2020

Improved Learning of Word Embeddings with Word Definitions and Semantic Injection INTERSPEECH 2020

Paraphrase Augmented Task-Oriented Dialog Generation ACL 2020

Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context AAAI 2020

SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention MIDL 2020

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020