Yao Hu

Xiaohongshu Inc., Beijing, China

69 papers at tracked venues · 54 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0006-1274-7111 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×14 NeurIPS ×10 EMNLP ×9 WWW ×5 SIGIR ×4 AAAI ×3 CVPR ×3 ICCV ×3 ICLR ×3 ICML ×3 NAACL ×3 SIGKDD ×3 ICDE ×2 ACM MM ×1 ECCV ×1 ICDM ×1 RecSys ×1

Frequent coauthors

Yan Gao

×19

Peiwen Yuan

×17

Shaoxiong Feng

×17

Yiwei Li

×17

Xinglin Wang

×17

Boyuan Pan

×17

Kan Li

×17

Yueqi Zhang

×12

Chuyi Tan

×12

Yi Wu

×11

Jiayi Shi

×11

Chengqiang Lu

×8

Papers

A Creator-Aware Recommendation System for Content Platforms
WWW 2026 ·
Wenjing Li
,
Jiang Rong
, Yao Hu,
Zhenzhe Zheng
,
Fan Wu
Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
ACL 2026 ·
Wei Wu
,
Liyi Chen
,
Congxi Xiao
,
Tianfu Wang
,
Qimeng Wang
,
Chengqiang Lu
,
Yan Gao
,
Yi Wu
, Yao Hu,
Hui Xiong
Building and Benchmarking Large Language Models for Machine Translation in Social Network Services
ICDE 2026 ·
Hongcheng Guo
,
Fei Zhao
,
Shaosheng Cao
,
Xinze Lyu
,
Zijie Meng
,
Yue Wang
, Yao Hu,
Zhoujun Li
,
Zuozhu Liu
CCD-Level and Load-Aware Thread Orchestration for in-Memory Vector ANNS on Multi-Core CPUs
ICDE 2026 ·
Yuchen Huang
,
Baiteng Ma
,
Yiping Sun
,
Yang Shi
,
Xiao Chen
,
Xiaocheng Zhong
,
Zhiyong Wang
, Yao Hu,
Chuliang Weng
Causality Enhancement for Cross-Domain Recommendation
WWW 2026 ·
Zhibo Wu
,
Yunfan Wu
,
Lin Jiang
,
Ping Yang
, Yao Hu
CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models
AAAI 2026 ·
Jingyao Li
,
Jingyun Wang
,
Molin Tan
,
Haochen Wang
,
Cilin Yan
,
Likun Shi
,
Jiayin Cai
,
Xiaolong Jiang
, Yao Hu
HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
WWW 2026 ·
Jingyi Zhou
,
Cheng Chen
,
Kai Zuo
,
Manjie Xu
,
Zhendong Fu
,
Yibo Chen
,
Xu Tang
, Yao Hu
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026 ·
Peiwen Yuan
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Yueqi Zhang
,
Jiayi Shi
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
Optimizing Generative Ranking Relevance via Reinforcement Learning in Xiaohongshu Search
SIGKDD 2026 ·
Ziyang Zeng
,
Heming Jing
,
Jindong Chen
,
Xiangli Li
,
Hongyu Liu
,
Yixuan He
,
Zhengyu Li
,
Yige Sun
,
Zheyong Xie
,
Yuqing Yang
,
Shaosheng Cao
,
Jun Fan
,
Yi Wu
, Yao Hu
RedGR: Unified Generative Retrieval for Recommendation in REDnote
SIGIR 2026 ·
Mengcheng Fang
,
Hongyu Wang
,
Xichuan Niu
,
Dong Xu
,
Honggang Wang
,
Tao Zhuang
,
Ping Yang
, Yao Hu
Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
ACL 2026 ·
Zhiwei Zhang
,
Fei Zhao
,
Rui Wang
,
Zezhong Wang
,
Bin Liang
,
Jiakang Wang
, Yao Hu,
Shaosheng Cao
,
Kam-Fai Wong
R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms
ACL 2026 ·
Xiaowei Yuan
,
Lei Jin
,
Haoxin Zhang
,
Ziyang Huang
,
Yan Gao
,
Yi Wu
, Yao Hu,
Jun Zhao
,
Kang Liu
SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility
ACL 2026 ·
Xuyang Zhi
,
Peilun Zhou
,
Chengqiang Lu
,
Hang Lv
,
Yiwei Liang
,
Rongyang Zhang
,
Yan Gao
,
Yi Wu
, Yao Hu,
Hongchao Gu
,
Defu Lian
,
Hao Wang
,
Enhong Chen
TimeMM: Time-as-Operator Spectral Filtering for Dynamic Multimodal Recommendation
SIGIR 2026 ·
Wei Yang
,
Rui Zhong
,
Zihan Lin
,
Xiaodan Wang
,
Cheng Chen
,
Huan Ren
, Yao Hu
A Sanity Check for AI-generated Image Detection
ICLR 2025 ·
Shilin Yan
,
Ouxiang Li
,
Jiayin Cai
,
Yanbin Hao
,
Xiaolong Jiang
, Yao Hu,
Weidi Xie
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025 ·
Peiwen Yuan
,
Yueqi Zhang
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Jiayi Shi
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
NeurIPS 2025 ·
Zhichao Sun
,
Huazhang Hu
,
Yidong Ma
,
Gang Liu
,
Yibo Chen
,
Xu Tang
, Yao Hu,
Yongchao Xu
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 2025 ·
Xinglin Wang
,
Peiwen Yuan
,
Shaoxiong Feng
,
Yiwei Li
,
Boyuan Pan
,
Heda Wang
, Yao Hu,
Kan Li
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision
EMNLP 2025 ·
Yongqi Leng
,
Yikun Lei
,
Xikai Liu
,
Meizhi Zhong
,
Bojian Xiong
,
Yurong Zhang
,
Yan Gao
,
Yi Wu
, Yao Hu,
Deyi Xiong
DynaPrompt: Dynamic Test-Time Prompt Tuning
ICLR 2025 ·
Zehao Xiao
,
Shilin Yan
,
Jack Hong
,
Jiayin Cai
,
Xiaolong Jiang
, Yao Hu,
Jiayi Shen
,
Qi Wang
,
Cees G. M. Snoek
DynamicFace: High-Quality and Consistent Face Swapping for Image and Video Using Composable 3D Facial Priors
ICCV 2025 ·
Runqi Wang
,
Yang Chen
,
Sijie Xu
,
Tianyao He
,
Wei Zhu
,
Dejia Song
,
Nemo Chen
,
Xu Tang
, Yao Hu
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation
EMNLP 2025 ·
Xinyi Mou
,
Chen Qian
,
Wei Liu
,
Ling Yan
, Yao Hu,
Xuanjing Huang
,
Zhongyu Wei
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
NeurIPS 2025 ·
Xinglin Wang
,
Yiwei Li
,
Shaoxiong Feng
,
Peiwen Yuan
,
Yueqi Zhang
,
Jiayi Shi
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025 ·
Peiwen Yuan
,
Chuyi Tan
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Yueqi Zhang
,
Jiayi Shi
,
Boyuan Pan
, Yao Hu,
Kan Li
Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective
SIGKDD 2025 ·
Ouxiang Li
,
Jiayin Cai
,
Yanbin Hao
,
Xiaolong Jiang
, Yao Hu,
Fuli Feng
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025 ·
Jiayi Shi
,
Yiwei Li
,
Shaoxiong Feng
,
Peiwen Yuan
,
Xinglin Wang
,
Yueqi Zhang
,
Chuyi Tan
,
Boyuan Pan
,
Huan Ren
, Yao Hu,
Kan Li
InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention
NeurIPS 2025 ·
Qiang Xiang
,
Shuang Sun
,
Binglei Li
,
Dejia Song
,
Huaxia Li
,
Yibo Chen
,
Xu Tang
, Yao Hu,
Junping Zhang
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant
CVPR 2025 ·
Yikun Liu
,
Yajie Zhang
,
Jiayin Cai
,
Xiaolong Jiang
, Yao Hu,
Jiangchao Yao
,
Yanfeng Wang
,
Weidi Xie
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025 ·
Xinglin Wang
,
Shaoxiong Feng
,
Yiwei Li
,
Peiwen Yuan
,
Yueqi Zhang
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
NeurIPS 2025 ·
Yueqi Zhang
,
Peiwen Yuan
,
Yiwei Li
,
Shaoxiong Feng
,
Xinglin Wang
,
Jiayi Shi
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
MoDification: Mixture of Depths Made Easy
NAACL 2025 ·
Chen Zhang
,
Meizhi Zhong
,
Qimeng Wang
,
Xuantao Lu
,
Zheyu Ye
,
Chengqiang Lu
,
Yan Gao
, Yao Hu,
Kehai Chen
,
Min Zhang
,
Dawei Song
Multi-Granularity Distribution Modeling for Video Watch Time Prediction via Exponential-Gaussian Mixture Network
RecSys 2025 ·
Xu Zhao
,
Ruibo Ma
,
Jiaqi Chen
,
Weiqi Zhao
,
Ping Yang
, Yao Hu
NoteLLM-2: Multimodal Large Representation Models for Recommendation
SIGKDD 2025 ·
Chao Zhang
,
Haoxin Zhang
,
Shiwei Wu
,
Di Wu
,
Tong Xu
,
Xiangyu Zhao
,
Yan Gao
, Yao Hu,
Enhong Chen
Object-Centric Video Question Answering with Visual Grounding and Referring
ICCV 2025 ·
Haochen Wang
,
Qirui Chen
,
Cilin Yan
,
Jiayin Cai
,
Xiaolong Jiang
, Yao Hu,
Weidi Xie
,
Stratis Gavves
PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
SIGIR 2025 ·
Zihan Niu
,
Zheyong Xie
,
Shaosheng Cao
,
Chonggang Lu
,
Zheyu Ye
,
Tong Xu
,
Zuozhu Liu
,
Yan Gao
,
Jia Chen
,
Zhe Xu
,
Yi Wu
, Yao Hu
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions
SIGIR 2025 ·
Jia Chen
,
Qian Dong
,
Haitao Li
,
Xiaohui He
,
Yan Gao
,
Shaosheng Cao
,
Yi Wu
,
Ping Yang
,
Chen Xu
, Yao Hu,
Qingyao Ai
,
Yiqun Liu
RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
NeurIPS 2025 ·
Rongyang Zhang
,
Yuqing Huang
,
Chengqiang Lu
,
Qimeng Wang
,
Yan Gao
,
Yi Wu
, Yao Hu,
Yin Xu
,
Wei Wang
,
Hao Wang
,
Enhong Chen
RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios
EMNLP 2025 ·
Fei Zhao
,
Chengqiang Lu
,
Yufan Shen
,
Qimeng Wang
,
Yicheng Qian
,
Haoxin Zhang
,
Yan Gao
,
Wu Yi
, Yao Hu,
Zhen Wu
,
Shangyu Xing
,
Xinyu Dai
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
ACL 2025 ·
Yiwei Li
,
Ji Zhang
,
Shaoxiong Feng
,
Peiwen Yuan
,
Xinglin Wang
,
Jiayi Shi
,
Yueqi Zhang
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services
ICML 2025 ·
Hongcheng Guo
,
Yue Wang
,
Shaosheng Cao
,
Fei Zhao
,
Boyang Wang
,
Lei Li
,
Liang Chen
,
Xinze Lyu
,
Zhe Xu
, Yao Hu,
Zhoujun Li
Scalable Overload-Aware Graph-Based Index Construction for 10-Billion-Scale Vector Similarity Search
WWW 2025 ·
Yang Shi
,
Yiping Sun
,
Jiaolong Du
,
Xiaocheng Zhong
,
Zhiyong Wang
, Yao Hu
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment
EMNLP 2025 ·
Yuqing Huang
,
Rongyang Zhang
,
Qimeng Wang
,
Chengqiang Lu
,
Yan Gao
,
Yi Wu
, Yao Hu,
Xuyang Zhi
,
Guiquan Liu
,
Xin Li
,
Hao Wang
,
Enhong Chen
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
EMNLP 2025 ·
Qian Dong
,
Jia Chen
,
Qingyao Ai
,
Hongning Wang
,
Haitao Li
,
Yi Wu
, Yao Hu,
Yiqun Liu
,
Shaoping Ma
Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
NeurIPS 2025 ·
Peiwen Yuan
,
Yiwei Li
,
Shaoxiong Feng
,
Xinglin Wang
,
Yueqi Zhang
,
Jiayi Shi
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
Single Trajectory Distillation for Accelerating Image and Video Style Transfer
ACM MM 2025 ·
Sijie Xu
,
Runqi Wang
,
Wei Zhu
,
Dejia Song
,
Nemo Chen
,
Xu Tang
, Yao Hu
Speculative Decoding for Multi-Sample Inference
EMNLP 2025 ·
Yiwei Li
,
Jiayi Shi
,
Shaoxiong Feng
,
Peiwen Yuan
,
Xinglin Wang
,
Yueqi Zhang
,
Ji Zhang
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair
EMNLP 2025 ·
Bojian Xiong
,
Yikun Lei
,
Xikai Liu
,
Shaowei Zhang
,
Pengyun Zhu
,
Yan Liu
,
Yongqi Leng
,
Ling Shi
,
Meizhi Zhong
,
Yurong Zhang
,
Yan Gao
,
Yi Wu
, Yao Hu,
Deyi Xiong
Towards the Law of Capacity Gap in Distilling Language Models
ACL 2025 ·
Chen Zhang
,
Qiuchi Li
,
Dawei Song
,
Zheyu Ye
,
Yan Gao
, Yao Hu
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
ICLR 2025 ·
Peiwen Yuan
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Yueqi Zhang
,
Jiayi Shi
,
Chuyi Tan
,
Boyuan Pan
, Yao Hu,
Kan Li
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
ICCV 2025 ·
Jiacheng Ruan
,
Wenzhen Yuan
,
Xiqi Gao
,
Ye Guo
,
Daoxin Zhang
,
Zhe Xu
, Yao Hu,
Ting Liu
,
Yuzhuo Fu
Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
NeurIPS 2025 ·
Dongjie Yang
,
Chengqiang Lu
,
Qimeng Wang
,
Xinbei Ma
,
Yan Gao
, Yao Hu,
Hai Zhao
iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
ACL 2025 ·
Zheyong Xie
,
Shaosheng Cao
,
Zuozhu Liu
,
Zheyu Ye
,
Zihan Niu
,
Chonggang Lu
,
Tong Xu
,
Enhong Chen
,
Zhe Xu
, Yao Hu,
Wei Lu
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries
AAAI 2024 ·
Runqi Wang
,
Huixin Sun
,
Linlin Yang
,
Shaohui Lin
,
Chuanjian Liu
,
Yan Gao
, Yao Hu,
Baochang Zhang
BatchEval: Towards Human-like Text Evaluation
ACL 2024 ·
Peiwen Yuan
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Boyuan Pan
,
Heda Wang
, Yao Hu,
Kan Li
Bi-Level User Modeling for Deep Recommenders
ICDM 2024 ·
Yejing Wang
,
Dong Xu
,
Xiangyu Zhao
,
Zhiren Mao
,
Peng Xiang
,
Ling Yan
, Yao Hu,
Zijian Zhang
,
Xuetao Wei
,
Qidong Liu
Controllable Mind Visual Diffusion Model
AAAI 2024 ·
Bohan Zeng
,
Shanglin Li
,
Xuhui Liu
,
Sicheng Gao
,
Xiaolong Jiang
,
Xu Tang
, Yao Hu,
Jianzhuang Liu
,
Baochang Zhang
Efficient Stochastic Approximation of Minimax Excess Risk Optimization
ICML 2024 ·
Lijun Zhang
,
Haomin Bai
,
Wei-Wei Tu
,
Ping Yang
, Yao Hu
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024 ·
Peiwen Yuan
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Yueqi Zhang
,
Chuyi Tan
,
Boyuan Pan
,
Heda Wang
, Yao Hu,
Kan Li
Instruction Embedding: Latent Representations of Instructions Towards Task Identification
NeurIPS 2024 ·
Yiwei Li
,
Jiayi Shi
,
Shaoxiong Feng
,
Peiwen Yuan
,
Xinglin Wang
,
Boyuan Pan
,
Heda Wang
, Yao Hu,
Kan Li
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
ACL 2024 ·
Xinglin Wang
,
Yiwei Li
,
Shaoxiong Feng
,
Peiwen Yuan
,
Boyuan Pan
,
Heda Wang
, Yao Hu,
Kan Li
NoteLLM: A Retrievable Large Language Model for Note Recommendation
WWW 2024 ·
Chao Zhang
,
Shiwei Wu
,
Haoxin Zhang
,
Tong Xu
,
Yan Gao
, Yao Hu,
Enhong Chen
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
ACL 2024 ·
Peiwen Yuan
,
Shaoxiong Feng
,
Yiwei Li
,
Xinglin Wang
,
Boyuan Pan
,
Heda Wang
, Yao Hu,
Kan Li
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
ACL 2024 ·
Dongjie Yang
,
Xiaodong Han
,
Yan Gao
, Yao Hu,
Shilin Zhang
,
Hai Zhao
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
CVPR 2024 ·
Yuxuan Zhang
,
Yiren Song
,
Jiaming Liu
,
Rui Wang
,
Jinpeng Yu
,
Hao Tang
,
Huaxia Li
,
Xu Tang
, Yao Hu,
Han Pan
,
Zhongliang Jing
Small-loss Adaptive Regret for Online Convex Optimization
ICML 2024 ·
Wenhao Yang
,
Wei Jiang
,
Yibo Wang
,
Ping Yang
, Yao Hu,
Lijun Zhang
VISA: Reasoning Video Object Segmentation via Large Language Models
ECCV 2024 ·
Cilin Yan
,
Haochen Wang
,
Shilin Yan
,
Xiaolong Jiang
, Yao Hu,
Guoliang Kang
,
Weidi Xie
,
Efstratios Gavves
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
NeurIPS 2024 ·
Shiwei Wu
,
Joya Chen
,
Kevin Qinghong Lin
,
Qimeng Wang
,
Yan Gao
,
Qianli Xu
,
Tong Xu
, Yao Hu,
Enhong Chen
,
Mike Zheng Shou
Vript: A Video Is Worth Thousands of Words
NeurIPS 2024 ·
Dongjie Yang
,
Suyuan Huang
,
Chengqiang Lu
,
Xiaodong Han
,
Haoxin Zhang
,
Yan Gao
, Yao Hu,
Hai Zhao
ZONE: Zero-Shot Instruction-Guided Local Editing
CVPR 2024 ·
Shanglin Li
,
Bohan Zeng
,
Yutang Feng
,
Sicheng Gao
,
Xiuhui Liu
,
Jiaming Liu
,
Lin Li
,
Xu Tang
, Yao Hu,
Jianzhuang Liu
,
Baochang Zhang