Junbo Zhao

Zhejiang University, Zhejiang, China

38 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3637-2936 ↗Homepage ↗

Venues

ACL ×12 EMNLP ×8 ICLR ×3 NeurIPS ×3 WWW ×3 AAAI ×2 CVPR ×2 IJCAI ×2 ICML ×1 NAACL ×1 VLDB ×1

Frequent coauthors

Haobo Wang

×29

Gang Chen

×19

Wentao Ye

×9

Zhiqing Xiao

×6

Hao Chen

×6

Liyao Li

×6

Lei Feng

×6

Lirong Gao

×6

Chao Ye

×6

Mingxuan Xia

×6

Ruixuan Xiao

×6

Sai Wu

×5

Papers

An Invariant Latent Space Perspective on Language Model Inversion
AAAI 2026 ·
Wentao Ye
,
Jiaqi Hu
,
Haobo Wang
,
Xinpeng Ti
,
Zhiqing Xiao
,
Hao Chen
,
Liyao Li
,
Lei Feng
,
Sai Wu
, Junbo Zhao
HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
ACL 2026 ·
Ru Peng
,
Tianyu Zhao
,
Xijun Gu
,
Zhiting Fan
,
Haokai Xu
,
Jinyang Zhang
,
Yawen Zeng
,
Yihong Zhuang
,
Kexin Yang
,
Junyang Lin
,
Dayiheng Liu
, Junbo Zhao
KMLP: A Scalable Hybrid Architecture for Web-Scale Tabular Data Modeling
WWW 2026 ·
Mingming Zhang
,
Pengfei Shi
, Junbo Zhao,
Ningtao Wang
,
Feng Zhao
,
Guandong Sun
,
Yulin Kang
,
Xing Fu
,
Zhiqing Xiao
,
Weiqiang Wang
,
Ruizhe Gao
Reinforcement Learning with Verbalized Probabilities for LLM Classification
WWW 2026 ·
Liyao Li
,
Hao Chen
,
Jiaming Tian
,
Wentao Ye
,
Lirong Gao
,
Chao Ye
,
Ningtao Wang
,
Xing Fu
,
Yu Cheng
,
Haobo Wang
,
Gang Chen
, Junbo Zhao
Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph
ACL 2026 ·
Lirong Gao
,
Zewei Yu
,
Zhongrui Yin
,
Qi Zhang
,
Yuke Zhu
,
Bo Zheng
,
Haobo Wang
, Junbo Zhao,
Gang Chen
,
Sheng Guo
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models
ACL 2025 ·
Hao Chen
,
Haoze Li
,
Zhiqing Xiao
,
Lirong Gao
,
Qi Zhang
,
Xiaomeng Hu
,
Ningtao Wang
,
Xing Fu
, Junbo Zhao
Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
ICLR 2025 ·
Lin Long
,
Xijun Gu
,
Xinjie Sun
,
Wentao Ye
,
Haobo Wang
,
Sai Wu
,
Gang Chen
, Junbo Zhao
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency
EMNLP 2025 ·
Zhanming Shen
,
Hao Chen
,
Yulei Tang
,
Shaolin Zhu
,
Wentao Ye
,
Xiaomeng Hu
,
Haobo Wang
,
Gang Chen
, Junbo Zhao
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
EMNLP 2025 ·
Maosheng Qin
,
Renyu Zhu
,
Mingxuan Xia
,
Chenkai Chen
,
Zhen Zhu
,
Minmin Lin
, Junbo Zhao,
Lu Xu
,
Changjie Fan
,
Runze Wu
,
Haobo Wang
D.Va: Validate Your Demonstration First Before You Use It
ACL 2025 ·
Qi Zhang
,
Zhiqing Xiao
,
Ruixuan Xiao
,
Lirong Gao
, Junbo Zhao
DataMan: Data Manager for Pre-training Large Language Models
ICLR 2025 ·
Ru Peng
,
Kexin Yang
,
Yawen Zeng
,
Junyang Lin
,
Dayiheng Liu
, Junbo Zhao
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models
EMNLP 2025 ·
Mingxuan Xia
,
Zhijie Jiang
,
Haobo Wang
, Junbo Zhao,
Tianlei Hu
,
Gang Chen
Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection
NeurIPS 2025 ·
Shenzhi Yang
, Junbo Zhao,
Sharon Li
,
Shouqing Yang
,
Dingyu Yang
,
Xiaofang Zhang
,
Haobo Wang
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models
NAACL 2025 ·
Jiachen Ma
,
Yijiang Li
,
Zhiqing Xiao
,
Anda Cao
,
Jie Zhang
,
Chao Ye
, Junbo Zhao
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition
ACL 2025 ·
Guangcheng Zhu
,
Ruixuan Xiao
,
Haobo Wang
,
Zhen Zhu
,
Gengyu Lyu
, Junbo Zhao
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization
EMNLP 2025 ·
Qi Zhang
,
Shouqing Yang
,
Lirong Gao
,
Hao Chen
,
Xiaomeng Hu
,
Jinglei Chen
,
Jiexiang Wang
,
Sheng Guo
,
Bo Zheng
,
Haobo Wang
, Junbo Zhao
LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains
EMNLP 2025 ·
Liyao Li
,
Jiaming Tian
,
Hao Chen
,
Wentao Ye
,
Chao Ye
,
Haobo Wang
,
Ningtao Wang
,
Xing Fu
,
Gang Chen
, Junbo Zhao
POLO: An LLM-Powered Project-Level Code Performance Optimization Framework
IJCAI 2025 ·
Jiameng Bai
,
Ruoyi Xu
,
Sai Wu
,
Dingyu Yang
, Junbo Zhao,
Gang Chen
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
ACL 2025 ·
Mingxuan Xia
,
Haobo Wang
,
Yixuan Li
,
Zewei Yu
,
Jindong Wang
, Junbo Zhao,
Runze Wu
RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
ACL 2025 ·
Pengzuo Wu
,
Yuhang Yang
,
Guangcheng Zhu
,
Chao Ye
,
Hong Gu
,
Xu Lu
,
Ruixuan Xiao
,
Bowen Bao
,
Yijing He
,
Liangyu Zha
,
Wentao Ye
, Junbo Zhao,
Haobo Wang
Table as a Modality for Large Language Models
NeurIPS 2025 ·
Liyao Li
,
Chao Ye
,
Wentao Ye
,
Yifei Sun
,
Zhe Jiang
,
Haobo Wang
,
Jiaming Tian
,
Yiming Zhang
,
Ningtao Wang
,
Xing Fu
,
Gang Chen
, Junbo Zhao
Towards Reverse Engineering of Language Models: A Survey
EMNLP 2025 ·
Xinpeng Ti
,
Wentao Ye
,
Zhifang Zhang
, Junbo Zhao,
Chang Yao
,
Lei Feng
,
Haobo Wang
Towards Robust Incremental Learning Under Ambiguous Supervision
IJCAI 2025 ·
Rui Wang
,
Mingxuan Xia
,
Haobo Wang
,
Lei Feng
, Junbo Zhao,
Gang Chen
,
Chang Yao
A Separation and Alignment Framework for Black-Box Domain Adaptation
AAAI 2024 ·
Mingxuan Xia
, Junbo Zhao,
Gengyu Lyu
,
Zenan Huang
,
Tianlei Hu
,
Gang Chen
,
Haobo Wang
CORAL: Collaborative Automatic Labeling System based on Large Language Models
VLDB 2024 ·
Zhen Zhu
,
Yibo Wang
,
Shouqing Yang
,
Lin Long
,
Runze Wu
,
Xiu Tang
, Junbo Zhao,
Haobo Wang
DORY: Deliberative Prompt Recovery for LLM
ACL 2024 ·
Lirong Gao
,
Ru Peng
,
Yiming Zhang
, Junbo Zhao
Data Contamination Calibration for Black-box LLMs
ACL 2024 ·
Wentao Ye
,
Jiaqi Hu
,
Liyao Li
,
Haobo Wang
,
Gang Chen
, Junbo Zhao
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
EMNLP 2024 ·
Xiaomeng Hu
,
Yiming Zhang
,
Ru Peng
,
Haozhe Zhang
,
Chenwei Wu
,
Gang Chen
, Junbo Zhao
Energy-based Automated Model Evaluation
ICLR 2024 ·
Ru Peng
,
Heming Zou
,
Haobo Wang
,
Yawen Zeng
,
Zenan Huang
, Junbo Zhao
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
EMNLP 2024 ·
Ruixuan Xiao
,
Wentao Ma
,
Ke Wang
,
Yuchuan Wu
, Junbo Zhao,
Haobo Wang
,
Fei Huang
,
Yongbin Li
Learning Geometry-Aware Representations for New Intent Discovery
ACL 2024 ·
Kai Tang
, Junbo Zhao,
Xiao Ding
,
Runze Wu
,
Lei Feng
,
Gang Chen
,
Haobo Wang
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
NeurIPS 2024 ·
Jianan Yang
,
Chenchao Gao
,
Zhiqing Xiao
, Junbo Zhao,
Sai Wu
,
Gang Chen
,
Haobo Wang
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
ACL 2024 ·
Lin Long
,
Rui Wang
,
Ruixuan Xiao
, Junbo Zhao,
Xiao Ding
,
Gang Chen
,
Haobo Wang
Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation
CVPR 2024 ·
Lin Long
,
Haobo Wang
,
Zhijie Jiang
,
Lei Feng
,
Chang Yao
,
Gang Chen
, Junbo Zhao
RECOST: External Knowledge Guided Data-efficient Instruction Tuning
ACL 2024 ·
Qi Zhang
,
Yiming Zhang
,
Haobo Wang
, Junbo Zhao
Targeted Representation Alignment for Open-World Semi-Supervised Learning
CVPR 2024 ·
Ruixuan Xiao
,
Lei Feng
,
Kai Tang
, Junbo Zhao,
Yixuan Li
,
Gang Chen
,
Haobo Wang
Towards Cross-Table Masked Pretraining for Web Data Mining
WWW 2024 ·
Chao Ye
,
Guoshan Lu
,
Haobo Wang
,
Liyao Li
,
Sai Wu
,
Gang Chen
, Junbo Zhao
Unbiased Multi-Label Learning from Crowdsourced Annotations
ICML 2024 ·
Mingxuan Xia
,
Zenan Huang
,
Runze Wu
,
Gengyu Lyu
, Junbo Zhao,
Gang Chen
,
Haobo Wang