Junbo Zhao

118 papers A* 34B 2Journal 64Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Syllogistic Probe: Tracing the Evolution of Logic Reasoning in Large Language Models.
CoRR
Zhengqing Zang, Yuqi Ding, Yanmei Gu, Changkai Song, Zhengkai Yang, Guoping Du, Junbo Zhao, Haobo Wang
2026 A* conf
An Invariant Latent Space Perspective on Language Model Inversion.
AAAI
Wentao Ye, Jiaqi Hu, Haobo Wang, Xinpeng Ti, Zhiqing Xiao, Hao Chen, Liyao Li, Lei Feng, Sai Wu, Junbo Zhao
2026 A* conf
KMLP: A Scalable Hybrid Architecture for Web-Scale Tabular Data Modeling.
WWW
Mingming Zhang, Pengfei Shi, Junbo Zhao, Ningtao Wang, Feng Zhao, Guandong Sun, Yulin Kang, Xing Fu, Zhiqing Xiao, Weiqiang Wang, Ruizhe Gao
2026 J jnl
KMLP: A Scalable Hybrid Architecture for Web-Scale Tabular Data Modeling.
CoRR
Mingming Zhang, Pengfei Shi, Zhiqing Xiao, Feng Zhao, Guandong Sun, Yulin Kang, Ruizhe Gao, Ningtao Wang, Xing Fu, Weiqiang Wang, Junbo Zhao
2026 J jnl
LADA: Label Disambiguation and Domain-Aware Learning for Domain Generalization.
Mach. Learn.
Zhiqing Xiao, Haobo Wang, Yali Ye, Wentao Ye, Hao Chen, Gang Chen, Junbo Zhao, Rex Ying
2026 A* conf
Reinforcement Learning with Verbalized Probabilities for LLM Classification.
WWW
Liyao Li, Hao Chen, Jiaming Tian, Wentao Ye, Lirong Gao, Chao Ye, Ningtao Wang, Xing Fu, Yu Cheng, Haobo Wang, Gang Chen, Junbo Zhao
2026 J jnl
Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty.
CoRR
Zewei Yu, Lirong Gao, Yuke Zhu, Bo Zheng, Junbo Zhao, Sheng Guo, Haobo Wang
2026 J jnl
Toward real-world Table Agents: capabilities, workflows, and design principles for LLM-based table intelligence.
World Wide Web (WWW)
Jiaming Tian, Liyao Li, Wentao Ye, Haobo Wang, Lingxin Wang, Lihua Yu, Zujie Ren, Gang Chen, Junbo Zhao
2026 J jnl
W2S: Weak-to-Strong Prompt Correction for Large Language Models.
Mach. Learn.
Lirong Gao, Xinyi Wang, Hao Chen, Ru Peng, Qi Zhang, Yiming Zhang, Wentao Ye, Haoze Li, Haobo Wang, Junbo Zhao
2025 B conf
AIGT: AI Generative Table Based on Prompt.
COLING
Mingming Zhang, Zhiqing Xiao, Guoshan Lu, Sai Wu, Weiqiang Wang, Xing Fu, Can Yi, Junbo Zhao
2025 — conf
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models.
ACL (Findings)
Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao
2025 J jnl
ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models.
CoRR
Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao
2025 J jnl
An Invariant Latent Space Perspective on Language Model Inversion.
CoRR
Wentao Ye, Jiaqi Hu, Haobo Wang, Xinpeng Ti, Zhiqing Xiao, Hao Chen, Liyao Li, Lei Feng, Sai Wu, Junbo Zhao
2025 A* conf
Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL.
ICLR
Lin Long, Xijun Gu, Xinjie Sun, Wentao Ye, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao
2025 A* conf
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency.
EMNLP
Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao
2025 J jnl
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency.
CoRR
Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao
2025 J jnl
CaCOM: customizing text-to-image diffusion models in the wild via continual active selection.
Mach. Learn.
Jianan Yang, Yanming Zhang, Haobo Wang, Gang Chen, Sai Wu, Junbo Zhao
2025 J jnl
Category-free Out-of-Distribution Node Detection with Feature Resonance.
CoRR
Shenzhi Yang, Junbo Zhao, Shouqing Yang, Yixuan Li, Dingyu Yang, Xiaofang Zhang, Haobo Wang
2025 — conf
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System.
EMNLP (System Demonstrations)
Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang
2025 J jnl
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System.
CoRR
Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang
2025 — conf
D.Va: Validate Your Demonstration First Before You Use It.
ACL (1)
Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao
2025 J jnl
D.Va: Validate Your Demonstration First Before You Use It.
CoRR
Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao
2025 A* conf
DataMan: Data Manager for Pre-training Large Language Models.
ICLR
Ru Peng, Kexin Yang, Yawen Zeng, Junyang Lin, Dayiheng Liu, Junbo Zhao
2025 J jnl
DataMan: Data Manager for Pre-training Large Language Models.
CoRR
Ru Peng, Kexin Yang, Yawen Zeng, Junyang Lin, Dayiheng Liu, Junbo Zhao
2025 A* conf
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models.
EMNLP
Mingxuan Xia, Zhijie Jiang, Haobo Wang, Junbo Zhao, Tianlei Hu, Gang Chen
2025 J jnl
FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts.
CoRR
Xinyi Wang, Lirong Gao, Haobo Wang, Yiming Zhang, Junbo Zhao
2025 J jnl
HeartBench: Probing Core Dimensions of Anthropomorphic Intelligence in LLMs.
CoRR
Jiaxin Liu, Peiyi Tu, Wenyu Chen, Yihong Zhuang, Xinxia Ling, Anji Zhou, Chenxi Wang, Zhuo Han, Zhengkai Yang, Junbo Zhao, Zenan Huang, Yuanyuan Wang
2025 — conf
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models.
NAACL (Findings)
Jiachen Ma, Yijiang Li, Zhiqing Xiao, Anda Cao, Jie Zhang, Chao Ye, Junbo Zhao
2025 — conf
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition.
ACL (1)
Guangcheng Zhu, Ruixuan Xiao, Haobo Wang, Zhen Zhu, Gengyu Lyu, Junbo Zhao
2025 A* conf
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.
EMNLP
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
2025 J jnl
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.
CoRR
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
2025 — conf
LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains.
EMNLP (Findings)
Liyao Li, Jiaming Tian, Hao Chen, Wentao Ye, Chao Ye, Haobo Wang, Ningtao Wang, Xing Fu, Gang Chen, Junbo Zhao
2025 J jnl
Merge-of-Thought Distillation.
CoRR
Zhanming Shen, Zeyu Qin, Zenan Huang, Hao Chen, Jiaqi Hu, Yihong Zhuang, Guoshan Lu, Gang Chen, Junbo Zhao
2025 A* conf
POLO: An LLM-Powered Project-Level Code Performance Optimization Framework.
IJCAI
Jiameng Bai, Ruoyi Xu, Sai Wu, Dingyu Yang, Junbo Zhao, Gang Chen
2025 — conf
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation.
ACL (1)
Mingxuan Xia, Haobo Wang, Yixuan Li, Zewei Yu, Jindong Wang, Junbo Zhao, Runze Wu
2025 J jnl
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation.
CoRR
Mingxuan Xia, Haobo Wang, Yixuan Li, Zewei Yu, Jindong Wang, Junbo Zhao, Runze Wu
2025 — conf
RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis.
ACL (Findings)
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
2025 J jnl
RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis.
CoRR
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
2025 J jnl
Reinforcement Learning with Rubric Anchors.
CoRR
Zenan Huang, Yihong Zhuang, Guoshan Lu, Zeyu Qin, Haokai Xu, Tianyu Zhao, Ru Peng, Jiaqi Hu, Zhanming Shen, Xiaomeng Hu, Xijun Gu, Peiyi Tu, Jiaxin Liu, Wenyu Chen, Yuzhuo Fu, Zhiting Fan, Yanmei Gu, Yuanyuan Wang, Zhengkai Yang, Jianguo Li, Junbo Zhao
2025 J jnl
SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation.
CoRR
Zhiqing Xiao, Haobo Wang, Xu Lu, Wentao Ye, Gang Chen, Junbo Zhao
2025 J jnl
Shift guided active learning.
Mach. Learn.
Jianan Yang, Jimin Tan, Haobo Wang, Gang Chen, Sai Wu, Junbo Zhao
2025 J jnl
Table as a Modality for Large Language Models.
CoRR
Liyao Li, Chao Ye, Wentao Ye, Yifei Sun, Zhe Jiang, Haobo Wang, Jiaming Tian, Yiming Zhang, Ningtao Wang, Xing Fu, Gang Chen, Junbo Zhao
2025 J jnl
TableGPT-R1: Advancing Tabular Reasoning Through Reinforcement Learning.
CoRR
Saisai Yang, Qingyi Huang, Jing Yuan, Liangyu Zha, Kai Tang, Yuhang Yang, Ning Wang, Yucheng Wei, Liyao Li, Wentao Ye, Hao Chen, Tao Zhang, Junlin Zhou, Haobo Wang, Gang Chen, Junbo Zhao
2025 J jnl
Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence.
CoRR
Jiaming Tian, Liyao Li, Wentao Ye, Haobo Wang, Lingxin Wang, Lihua Yu, Zujie Ren, Gang Chen, Junbo Zhao
2025 — conf
Towards Reverse Engineering of Language Models: A Survey.
EMNLP (Findings)
Xinpeng Ti, Wentao Ye, Zhifang Zhang, Junbo Zhao, Chang Yao, Lei Feng, Haobo Wang
2025 A* conf
Towards Robust Incremental Learning Under Ambiguous Supervision.
IJCAI
Rui Wang, Mingxuan Xia, Haobo Wang, Lei Feng, Junbo Zhao, Gang Chen, Chang Yao
2025 J jnl
Towards Robust Incremental Learning under Ambiguous Supervision.
CoRR
Rui Wang, Mingxuan Xia, Chang Yao, Lei Feng, Junbo Zhao, Gang Chen, Haobo Wang
2025 J jnl
TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning.
CoRR
Shenzhi Yang, Guangcheng Zhu, Xing Zheng, Yingfan Ma, Zhongqi Chen, Bowen Song, Weiqiang Wang, Junbo Zhao, Gang Chen, Haobo Wang
2024 J jnl
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model.
CoRR
Siwei Wu, Zhongyuan Peng, Xinrun Du, Tuney Zheng, Minghao Liu, Jialong Wu, Jiachen Ma, Yizhi Li, Jian Yang, Wangchunshu Zhou, Qunshu Lin, Junbo Zhao, Zhaoxiang Zhang, Wenhao Huang, Ge Zhang, Chenghua Lin, Jiaheng Liu
2024 A* conf
A Separation and Alignment Framework for Black-Box Domain Adaptation.
AAAI
Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang
2024 J jnl
AIGT: AI Generative Table Based on Prompt.
CoRR
Mingming Zhang, Zhiqing Xiao, Guoshan Lu, Sai Wu, Weiqiang Wang, Xing Fu, Can Yi, Junbo Zhao
2024 J jnl
CORAL: Collaborative Automatic Labeling System based on Large Language Models.
Proc. VLDB Endow.
Zhen Zhu, Yibo Wang, Shouqing Yang, Lin Long, Runze Wu, Xiu Tang, Junbo Zhao, Haobo Wang
2024 — conf
DORY: Deliberative Prompt Recovery for LLM.
ACL (Findings)
Lirong Gao, Ru Peng, Yiming Zhang, Junbo Zhao
2024 J jnl
DORY: Deliberative Prompt Recovery for LLM.
CoRR
Lirong Gao, Ru Peng, Yiming Zhang, Junbo Zhao
2024 — conf
Data Contamination Calibration for Black-box LLMs.
ACL (Findings)
Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao
2024 J jnl
Data Contamination Calibration for Black-box LLMs.
CoRR
Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao
2024 A* conf
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection.
EMNLP
Xiaomeng Hu, Yiming Zhang, Ru Peng, Haozhe Zhang, Chenwei Wu, Gang Chen, Junbo Zhao
2024 A* conf
Energy-based Automated Model Evaluation.
ICLR
Ru Peng, Heming Zou, Haobo Wang, Yawen Zeng, Zenan Huang, Junbo Zhao
2024 J jnl
Energy-based Automated Model Evaluation.
CoRR
Ru Peng, Heming Zou, Haobo Wang, Yawen Zeng, Zenan Huang, Junbo Zhao
2024 — conf
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents.
EMNLP (Findings)
Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li
2024 J jnl
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents.
CoRR
Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li
2024 J jnl
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards.
CoRR
Ziyu Chen, Zhiqing Xiao, Xinbei Jiang, Junbo Zhao
2024 J jnl
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models.
CoRR
Jiachen Ma, Anda Cao, Zhiqing Xiao, Jie Zhang, Chao Ye, Junbo Zhao
2024 — conf
Learning Geometry-Aware Representations for New Intent Discovery.
ACL (1)
Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang
2024 A* conf
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild.
NeurIPS
Jianan Yang, Chenchao Gao, Zhiqing Xiao, Junbo Zhao, Sai Wu, Gang Chen, Haobo Wang
2024 — conf
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey.
ACL (Findings)
Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang
2024 J jnl
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey.
CoRR
Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang
2024 J jnl
PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao
2024 A* conf
Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation.
CVPR
Lin Long, Haobo Wang, Zhijie Jiang, Lei Feng, Chang Yao, Gang Chen, Junbo Zhao
2024 J jnl
Pre-Trained Model Recommendation for Downstream Fine-tuning.
CoRR
Jiameng Bai, Sai Wu, Jie Song, Junbo Zhao, Gang Chen
2024 — conf
RECOST: External Knowledge Guided Data-efficient Instruction Tuning.
ACL (Findings)
Qi Zhang, Yiming Zhang, Haobo Wang, Junbo Zhao
2024 J jnl
RECOST: External Knowledge Guided Data-efficient Instruction Tuning.
CoRR
Qi Zhang, Yiming Zhang, Haobo Wang, Junbo Zhao
2024 J jnl
TableGPT2: A Large Multimodal Model with Tabular Data Integration.
CoRR
Aofeng Su, Aowen Wang, Chao Ye, Chen Zhou, Ga Zhang, Gang Chen, Guangcheng Zhu, Haobo Wang, Haokai Xu, Hao Chen, Haoze Li, Haoxuan Lan, Jiaming Tian, Jing Yuan, Junbo Zhao, Junlin Zhou, Kaizhe Shou, Liangyu Zha, Lin Long, Liyao Li, Pengzuo Wu, Qi Zhang, Qingyi Huang, Saisai Yang, Tao Zhang, Wentao Ye, Wufang Zhu, Xiaomeng Hu, Xijun Gu, Xinjie Sun, Xiang Li, Yuhang Yang, Zhiqing Xiao
2024 A* conf
Targeted Representation Alignment for Open-World Semi-Supervised Learning.
CVPR
Ruixuan Xiao, Lei Feng, Kai Tang, Junbo Zhao, Yixuan Li, Gang Chen, Haobo Wang
2024 A* conf
Towards Cross-Table Masked Pretraining for Web Data Mining.
WWW
Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao
2024 A* conf
Unbiased Multi-Label Learning from Crowdsourced Annotations.
ICML
Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang
2024 J jnl
When Quantum Computing Meets Database: A Hybrid Sampling Framework for Approximate Query Processing.
IEEE Trans. Knowl. Data Eng.
Sai Wu, Meng Shi, Dongxiang Zhang, Junbo Zhao, Gongsheng Yuan, Gang Chen
2023 J jnl
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility.
CoRR
Wentao Ye, Mingfeng Ou, Tianyi Li, Yipeng Chen, Xuetao Ma, Yifan Yanggong, Sai Wu, Jie Fu, Gang Chen, Haobo Wang, Junbo Zhao
2023 J jnl
Better Sign Language Translation with Monolingual Data.
CoRR
Ru Peng, Yawen Zeng, Junbo Zhao
2023 A* conf
CAME: Contrastive Automated Model Evaluation.
ICCV
Ru Peng, Qiuyang Duan, Haobo Wang, Jiachen Ma, Yanbo Jiang, Yongjun Tu, Xiu Jiang, Junbo Zhao
2023 J jnl
CAME: Contrastive Automated Model Evaluation.
CoRR
Ru Peng, Qiuyang Duan, Haobo Wang, Jiachen Ma, Yanbo Jiang, Yongjun Tu, Xiu Jiang, Junbo Zhao
2023 J jnl
CT-BERT: Learning Better Tabular Representations Through Cross-Table Pre-training.
CoRR
Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao
2023 A* conf
Catch: Collaborative Feature Set Search for Automated Feature Engineering.
WWW
Guoshan Lu, Haobo Wang, Saisai Yang, Jing Yuan, Guozheng Yang, Cheng Zang, Gang Chen, Junbo Zhao
2023 J jnl
Controllable Textual Inversion for Personalized Text-to-Image Generation.
CoRR
Jianan Yang, Haobo Wang, Ruixuan Xiao, Sai Wu, Gang Chen, Junbo Zhao
2023 A* conf
Debiased and Denoised Entity Recognition from Distant Supervision.
NeurIPS
Haobo Wang, Yiwen Dong, Ruixuan Xiao, Fei Huang, Gang Chen, Junbo Zhao
2023 A* conf
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models.
EMNLP
Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang
2023 J jnl
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models.
CoRR
Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang
2023 J jnl
Fuse feeds as one: cross-modal framework for general identification of AMPs.
Briefings Bioinform.
Wentao Zhang, Yanchao Xu, Aowen Wang, Gang Chen, Junbo Zhao
2023 A* conf
Latent Processes Identification From Multi-View Time Series.
IJCAI
Zenan Huang, Haobo Wang, Junbo Zhao, Nenggan Zheng
2023 J jnl
Latent Processes Identification From Multi-View Time Series.
CoRR
Zenan Huang, Haobo Wang, Junbo Zhao, Nenggan Zheng
2023 A* conf
Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering.
ICLR
Liyao Li, Haobo Wang, Liangyu Zha, Qingyi Huang, Sai Wu, Gang Chen, Junbo Zhao
2023 J jnl
Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning.
CoRR
Hao Chen, Yiming Zhang, Qi Zhang, Hantao Yang, Xiaomeng Hu, Xuetao Ma, Yifan Yanggong, Junbo Zhao
2023 A* conf
ProMix: Combating Label Noise via Maximizing Clean Sample Utility.
IJCAI
Ruixuan Xiao, Yiwen Dong, Haobo Wang, Lei Feng, Runze Wu, Gang Chen, Junbo Zhao
2023 A* conf
Revisiting the Knowledge Injection Frameworks.
EMNLP
Peng Fu, Yiming Zhang, Haobo Wang, Weikang Qiu, Junbo Zhao
2023 J jnl
Revisiting the Knowledge Injection Frameworks.
CoRR
Peng Fu, Yiming Zhang, Haobo Wang, Weikang Qiu, Junbo Zhao
2023 A* conf
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation.
NeurIPS
Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao
2023 J jnl
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation.
CoRR
Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao
2023 J jnl
SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments.
Proc. VLDB Endow.
Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Meng Shi, Gang Chen, Feifei Li
2023 J jnl
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT.
CoRR
Liangyu Zha, Junlin Zhou, Liyao Li, Rui Wang, Qingyi Huang, Saisai Yang, Jing Yuan, Changbao Su, Xiang Li, Aofeng Su, Tao Zhang, Chen Zhou, Kaizhe Shou, Miao Wang, Wufang Zhu, Guoshan Lu, Chao Ye, Yali Ye, Wentao Ye, Yiming Zhang, Xinglong Deng, Jie Xu, Haobo Wang, Gang Chen, Junbo Zhao
2023 A* conf
Towards Controlled Data Augmentations for Active Learning.
ICML
Jianan Yang, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao
2023 J jnl
Towards Domain-Specific Features Disentanglement for Domain Generalization.
CoRR
Hao Chen, Qi Zhang, Zenan Huang, Haobo Wang, Junbo Zhao
2023 A* conf
iDAG: Invariant DAG Searching for Domain Generalization.
ICCV
Zenan Huang, Haobo Wang, Junbo Zhao, Nenggan Zheng
2022 A* conf
A Comparative Study of in-Database Inference Approaches.
ICDE
Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Feifei Li, Gang Chen
2022 A* conf
A Sampling-based Learning Framework for Big Databases.
WWW
Jingtian Zhang, Sai Wu, Junbo Zhao, Zhongle Xie, Feifei Li, Yusong Gao, Gang Chen
2022 — conf
Deps-SAN: Neural Machine Translation with Dependency-Scaled Self-Attention Network.
ICONIP (3)
Ru Peng, Nankai Lin, Yi Fang, Shengyi Jiang, Tianyong Hao, Boyu Chen, Junbo Zhao
2022 J jnl
Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation.
CoRR
Ru Peng, Yawen Zeng, Junbo Zhao
2022 J jnl
Dynamic Index Construction with Deep Reinforcement Learning.
Data Sci. Eng.
Sai Wu, Ying Li, Haoqi Zhu, Junbo Zhao, Gang Chen
2022 B conf
HybridVocab: Towards Multi-Modal Machine Translation via Multi-Aspect Alignment.
ICMR
Ru Peng, Yawen Zeng, Junbo Zhao
2022 — conf
Multi-label Learning with Data Self-augmentation.
ICONIP (4)
Yuhang Ge, Xuegang Hu, Peipei Li, Haobo Wang, Junbo Zhao, Junlong Li
2022 A* conf
PiCO: Contrastive Label Disambiguation for Partial Label Learning.
ICLR
Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao
2022 J jnl
PiCO: Contrastive Label Disambiguation for Partial Label Learning.
CoRR
Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao
2022 J jnl
ProMix: Combating Label Noise via Maximizing Clean Sample Utility.
CoRR
Haobo Wang, Ruixuan Xiao, Yiwen Dong, Lei Feng, Junbo Zhao
2022 A* conf
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
NeurIPS
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao
2022 J jnl
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
CoRR
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao
2022 — conf
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis.
ACL (Findings)
Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao
2022 J jnl
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis.
CoRR
Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao
2021 J jnl
Boosting Neural Machine Translation with Dependency-Scaled Self-Attention Network.
CoRR
Ru Peng, Nankai Lin, Yi Fang, Shengyi Jiang, Junbo Zhao
2021 A* conf
Joining datasets via data augmentation in the label space for neural networks.
ICML
Junbo Zhao, Mingfeng Ou, Linji Xue, Yunkai Cui, Sai Wu, Gang Chen