Yu Zhao

57 papers · 2015–2026 · 15 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (11) 🗺️ Taxonomy Completionist (110) 🌍 Conference Polyglot (15) 🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🏆 Keyword Champion 🤝 Dynamic Duo (10) 🧬 Topic Evolution 🏆 Grand Slam 🔥 Unstoppable (6) ⚡ Prolific Year (14) 💎 Century Club (54) ❓ The Questioner 🗃️ Keyword Collector (262)

Conferences

EMNLP (14) ACL (12) AAAI (9) COLING (4) IJCAI (3) NIPS (3) CVPR (2) ICML (2) NAACL (2) ICCV (1) ICLR (1) IJCNLP (1) MICCAI (1) MIDL (1) SEMEVAL (1)

Top co-authors

Ying Zhang (10) Xiaojie Yuan (8) Ke Wang (8) Yuqi Zhang (7) Jiayi Wang (6) Jianhua Yao (6) Pasquale Minervini (5) Kehui Song (5) Xuhui Sui (5) Baohang Zhou (5)

Research topics

Core AI (1) Deep Learning (1)

Keywords

large language model (10) multimodal learning (5) neural machine translation (5) contrastive learning (4) question answering (3) multiple instance learning (3) attention mechanism (3) graph neural network (3) variational autoencoder (3) schema linking (3) machine translation (3) causal inference (3) quality estimation (3) text generation (2) natural language inference (2) representation learning (2) data augmentation (2) uncertainty quantification (2) benchmark evaluation (2) object detection (2)

Papers

Transferable Graph Condensation from the Causal Perspective AAAI 2026

Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026

Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation AAAI 2026

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025

UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL ACL 2025

TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models ACL 2025

T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025

LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs ICCV 2025

Structured Packing in LLM Training Improves Long Context Utilization AAAI 2025

TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models SEMEVAL 2025

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering NAACL 2025

Are We Done with MMLU? NAACL 2025

Brain activation mapping based on Regional Synchronization of fMRI signals embedded in Graph Eigenmodes MICCAI 2025

Training-free LLM-generated Text Detection by Mining Token Probability Sequences ICLR 2025

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025

Analysing The Impact of Sequence Composition on Language Model Pre-Training ACL 2024

DePLM: Denoising Protein Language Models for Property Optimization NIPS 2024

Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024

A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification AAAI 2024

Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues AAAI 2024

MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024

Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ACL 2024

Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024

Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024

MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024

TimeR4 : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering EMNLP 2024

A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression EMNLP 2024

Knowledge-aware Reinforced Language Models for Protein Directed Evolution ICML 2024

StableMask: Refining Causal Masking in Decoder-only Transformer ICML 2024

Generating Visual Spatial Description via Holistic 3D Scene Understanding ACL 2023

Multi-Scale Subgraph Contrastive Learning IJCAI 2023

A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023

Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing EMNLP 2023

Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation ACL 2023

Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction AAAI 2023

WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction NIPS 2023

From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ACL 2023

Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023

Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting EMNLP 2023

Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation EMNLP 2022

An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022

MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022

TSMind: Alibaba and Soochow University’s Submission to the WMT22 Translation Suggestion Task EMNLP 2022

Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022

Improving Human-Object Interaction Detection via Phrase Learning and Label Composition AAAI 2022

Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation EMNLP 2021

TermMind: Alibaba’s WMT21 Machine Translation Using Terminologies Task Submission EMNLP 2021

QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task EMNLP 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning IJCNLP 2021

Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning ACL 2021

End-to-End Human Object Interaction Detection With HOI Transformer CVPR 2021

Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing EMNLP 2020

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020

Alibaba’s Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT EMNLP 2020

Connecting Embeddings for Knowledge Graph Entity Typing ACL 2020

Representation Learning for Measuring Entity Relatedness with Rich Information IJCAI 2015