Yi Huang

60 papers A* 6A 3B 4C 2Misc 1Journal 33Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pythia-RAG: Retrieval-augmented generation over a unified multimodal knowledge graph for enhanced QA.
Knowl. Based Syst.
Zafar Ali, Yi Huang, Asad Khan, Guilin Qi, Yuxin Zhang, Junlan Feng, Chao Deng, Pavlos Kefalas
2025 — conf
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems.
ACL (Findings)
Yucheng Cai, Ke Li, Yi Huang, Junlan Feng, Zhijian Ou
2025 J jnl
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems.
CoRR
Yucheng Cai, Ke Li, Yi Huang, Junlan Feng, Zhijian Ou
2025 B conf
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM.
COLING
Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi
2025 J jnl
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM.
CoRR
Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi
2025 J jnl
Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs.
CoRR
Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu
2025 — conf
Harnessing Diverse Perspectives: A Multi-agent Framework for Enhanced Error Detection in Knowledge Graphs.
DASFAA (6)
Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu
2025 J jnl
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling.
CoRR
Yongrui Chen, Yi Huang, Yunchang Liu, Shenyu Zhang, Junhao He, Tongtong Wu, Guilin Qi, Tianxing Wu
2025 J jnl
Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems.
CoRR
Yucheng Cai, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou
2025 A conf
Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks.
INTERSPEECH
Yi Huang, Si Chen, Jingyu Yao, Junlan Feng
2025 — conf
Palette of Language Models: A Solver for Controlled Text Generation.
NAACL (Long Papers)
Zhe Yang, Yi Huang, Yaqin Chen, XiaotingWu XiaotingWu, Junlan Feng, Chao Deng
2025 J jnl
Palette of Language Models: A Solver for Controlled Text Generation.
CoRR
Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng
2025 J jnl
Pandora: Leveraging Code-driven Knowledge Transfer for Unified Structured Knowledge Reasoning.
CoRR
Yongrui Chen, Junhao He, Linbo Fu, Shenyu Zhang, Rihui Jin, Xinbang Dai, Jiaqi Li, Dehai Min, Nan Hu, Yuxin Zhang, Guilin Qi, Yi Huang, Tongtong Wu
2024 Misc conf
A Generative Adversarial Framework for Dialogue Generation with Neural Architecture Search.
ICASSP
Yi Huang, Wei Hu, Junlan Feng
2024 A* conf
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering.
EMNLP
Yike Wu, Yi Huang, Nan Hu, Yuncheng Hua, Guilin Qi, Jiaoyan Chen, Jeff Z. Pan
2024 J jnl
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering.
CoRR
Yike Wu, Yi Huang, Nan Hu, Yuncheng Hua, Guilin Qi, Jiaoyan Chen, Jeff Z. Pan
2024 J jnl
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge.
Data Intell.
Keyu Wang, Guilin Qi, Jiaoyan Chen, Yi Huang, Tianxing Wu
2024 — conf
LLM as a metric critic for low resource relation identification.
EMNLP (Findings)
Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng
2024 — conf
Leverage Diagnosis Intensity in Medication Recommendations.
ICIC (LNAI 6)
Abdul Aziz, Zafar Ali, Guilin Qi, Yi Huang, Pavlos Kefalas, Aminullah, Asad Ali
2024 C conf
Multiagent Reinforcement Learning Based on Structural Coordination.
PDCAT
Yixuan Li, Yi Huang, Junlan Feng, Chao Deng, Chunyu Liu, Vincent Chau, Wanyuan Wang
2024 — conf
Plan, Generate and Optimize: Extending Large Language Models for Dialogue Systems Via Prompt-Based Collaborativec Method.
SLT
Mengfei Guo, Si Chen, Yi Huang, Junlan Feng
2024 J jnl
TGIN: Translation-Based Graph Inference Network for Few-Shot Relational Triplet Extraction.
IEEE Trans. Neural Networks Learn. Syst.
Jiaxin Wang, Lingling Zhang, Jun Liu, Kunming Ma, Wenjun Wu, Xiang Zhao, Yaqiang Wu, Yi Huang
2024 J jnl
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG).
CoRR
Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou
2024 — conf
The 2nd Futuredial Challenge: Dialog Systems With Retrieval Augmented Generation (Futuredial-RAG).
SLT
Yucheng Cai, Si Chen, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou
2023 J jnl
Deep Learning for Medication Recommendation: A Systematic Survey.
Data Intell.
Zafar Ali, Yi Huang, Irfan Ullah, Junlan Feng, Chao Deng, Nimbeshaho Thierry, Asad Khan, Asim Ullah Jan, Xiaoli Shen, Rui Wu, Guilin Qi
2023 J jnl
Healing Unsafe Dialogue Responses with Weak Supervision Signals.
CoRR
Zi Liang, Pinghui Wang, Ruofei Zhang, Shuo Zhang, Xiaofan Ye, Yi Huang, Junlan Feng
2023 J jnl
Incorporating logic rules with textual representations for interpretable knowledge graph reasoning.
Knowl. Based Syst.
Yudai Pan, Jun Liu, Lingling Zhang, Yi Huang
2023 A conf
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision.
INTERSPEECH
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
2023 J jnl
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision.
CoRR
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
2023 — conf
Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction.
ACL (Findings)
Zhe Yang, Yi Huang, Junlan Feng
2023 J jnl
MoCA: Incorporating domain pretraining and cross attention for textbook question answering.
Pattern Recognit.
Fangzhi Xu, Qika Lin, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qi Chai, Yudai Pan, Yi Huang, Qianying Wang
2023 A* conf
Multi-Action Dialog Policy Learning from Logged User Feedback.
AAAI
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng
2023 J jnl
Multi-Action Dialog Policy Learning from Logged User Feedback.
CoRR
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng
2023 C conf
Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking.
ASRU
Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng
2023 J jnl
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking.
CoRR
Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng
2023 J jnl
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems.
IEEE ACM Trans. Audio Speech Lang. Process.
Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng
2022 A* conf
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs.
IJCAI
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng
2022 J jnl
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs.
CoRR
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng
2022 J jnl
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems.
CoRR
Zhijian Ou, Junlan Feng, Juanzi Li, Yakun Li, Hong Liu, Hao Peng, Yi Huang, Jiangjiang Zhao
2022 J jnl
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems.
CoRR
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
2022 B conf
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models.
SIGDIAL
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
2022 J jnl
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models.
CoRR
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
2022 — conf
Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems.
SLT
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
2022 A* conf
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation.
IJCAI
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
2022 J jnl
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation.
CoRR
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
2022 B conf
Generalized Intent Discovery: Learning from Open World Dialogue System.
COLING
Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu
2022 J jnl
Generalized Intent Discovery: Learning from Open World Dialogue System.
CoRR
Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu
2022 J jnl
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset.
CoRR
Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang, Junlan Feng
2022 A conf
Interactive Contrastive Learning for Self-Supervised Entity Alignment.
CIKM
Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng
2022 J jnl
Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture.
CoRR
Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng
2022 B conf
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling.
COLING
Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu
2022 J jnl
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling.
CoRR
Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu
2022 J jnl
Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems.
CoRR
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
2021 A* conf
Learning to Check Contract Inconsistencies.
AAAI
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng
2021 J jnl
Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems.
CoRR
Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng
2020 J jnl
Learning to Check Contract Inconsistencies.
CoRR
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng
2020 A* conf
Meta-Reinforced Multi-Domain State Generator for Dialogue Systems.
ACL
Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du, Shuo Ma
2020 — conf
Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning.
EMNLP (Findings)
Yi Huang, Junlan Feng, Shuo Ma, Xiaoyu Du, Xiaoting Wu
2020 J jnl
XTQA: Span-Level Explanations of the Textbook Question Answering.
CoRR
Jie Ma, Jun Liu, Junjun Li, Qinghua Zheng, Qingyu Yin, Jianlong Zhou, Yi Huang
2019 — conf
Domain Adaptive Question Answering over Knowledge Base.
NLPCC (2)
Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang, Min Hu