Yao Hu

64 papers · 2013–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (12) 🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🤝 Dynamic Duo (14) 🔬 Deep Specialist (13) 🏆 Grand Slam 🗃️ Keyword Collector (284) ⚡ Prolific Year (15) 🚀 Conference Pioneer 💎 Century Club (63)

Conferences

AAAI (10) EMNLP (10) ACL (9) IJCAI (7) CVPR (6) ICCV (6) ICML (4) ICLR (3) NAACL (3) NIPS (3) COLING (2) ECCV (1)

Top co-authors

Yan Gao (14) Yiwei Li (13) Shaoxiong Feng (13) Peiwen Yuan (13) Xinglin Wang (13) Kan Li (13) Boyuan Pan (13) Xiaolong Jiang (10) Chuyi Tan (8) Yueqi Zhang (8)

Keywords

large language model (15) model compression (6) video understanding (5) knowledge distillation (5) diffusion model (5) retrieval-augmented generation (4) representation learning (4) benchmark evaluation (4) vision-language model (4) information retrieval (3) multimodal learning (3) zero-shot learning (3) attention mechanism (3) code generation (2) language model alignment (2) semi-supervised learning (2) efficient computing (2) in-context learning (2) video generation (2) mathematical reasoning (2)

Papers

CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models AAAI 2026

Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance AAAI 2025

Object-centric Video Question Answering with Visual Grounding and Referring ICCV 2025

MoDification: Mixture of Depths Made Easy NAACL 2025

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025

DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025

Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025

InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025

EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation EMNLP 2025

Speculative Decoding for Multi-Sample Inference EMNLP 2025

SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025

RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025

CogLM: Tracking Cognitive Development of Large Language Models NAACL 2025

SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025

A Sanity Check for AI-generated Image Detection ICLR 2025

Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation ACL 2025

From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen ACL 2025

Towards the Law of Capacity Gap in Distilling Language Models ACL 2025

iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation ACL 2025

Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025

ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty COLING 2025

Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective COLING 2025

DynaPrompt: Dynamic Test-Time Prompt Tuning ICLR 2025

UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization ICLR 2025

DynamicFace: High-Quality and Consistent Face Swapping for Image and Video using Composable 3D Facial Priors ICCV 2025

LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025

Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning NAACL 2025

Vript: A Video Is Worth Thousands of Words NIPS 2024

Instruction Embedding: Latent Representations of Instructions Towards Task Identification NIPS 2024

VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation NIPS 2024

Controllable Mind Visual Diffusion Model AAAI 2024

AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024

Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation ACL 2024

BatchEval: Towards Human-like Text Evaluation ACL 2024

PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference ACL 2024

Poor-Supervised Evaluation for SuperLLM via Mutual Consistency ACL 2024

ZONE: Zero-Shot Instruction-Guided Local Editing CVPR 2024

SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation CVPR 2024

VISA: Reasoning Video Object Segmentation via Large Language Model ECCV 2024

Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024

Small-loss Adaptive Regret for Online Convex Optimization ICML 2024

Efficient Stochastic Approximation of Minimax Excess Risk Optimization ICML 2024

2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023

OvarNet: Towards Open-Vocabulary Object Attribute Recognition CVPR 2023

Towards Open-Vocabulary Video Instance Segmentation ICCV 2023

Multi-Shot Temporal Event Localization: A Benchmark CVPR 2021

Stochastic Bandits with Graph Feedback in Non-Stationary Environments AAAI 2021

Salient Object Ranking With Position-Preserved Attention ICCV 2021

Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021

SwiftNet: Real-Time Video Object Segmentation CVPR 2021

Adapting to Smoothness: A More Universal Algorithm for Online Convex Optimization AAAI 2020

Uncertainty Aware Graph Gaussian Process for Semi-Supervised Learning AAAI 2020

Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation AAAI 2020

Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution AAAI 2020

Multi-View Active Learning for Video Recommendation IJCAI 2019

Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019

Multi-Objective Generalized Linear Bandits IJCAI 2019

Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning IJCAI 2019

Multi-View Multi-Label Learning with View-Specific Information Extraction IJCAI 2019

Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards ICML 2019

A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing IJCAI 2013

Complementary Projection Hashing ICCV 2013

Active Learning via Neighborhood Reconstruction IJCAI 2013