| 2026 | AAAI | Identifying and Analyzing Performance-Critical Tokens in Large Language Models. | Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung |
| 2026 | AAAI | Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners. | Heyan Huang, Yizhe Yang, Huashan Sun, Jiawei Li, Yang Gao |
| 2026 | AAAI | Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement. | Jiashu Yao, Heyan Huang, Shuang Zeng, Chuwei Luo, WangJie You, Jie Tang, Qingsong Liu, Yuhang Guo, Yangyang Kang |
| 2026 | AAAI | Do Retrieval Augmented Language Models Know When They Don't Know? | Youchao Zhou, Heyan Huang, Yicheng Liu, Rui Dai, Xinglin Wang, Xingchen Zhang, Shumin Shi, Yang Deng |
| 2026 | ACL | CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework. | Donghao Li, Yifan Deng, Jinta Weng, Xingsheng Zhang, Chenxu Niu, Jingyuan Tian, Heyan Huang, Yue Hu |
| 2026 | ACL | EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain. | Yi-Fan Lu, Xian-Ling Mao, Bo Wang, Xiao Liu, Heyan Huang |
| 2026 | ACL | Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation. | Yanzhi Tian, Cunxiang Wang, Zeming Liu, Heyan Huang, Wenbo Yu, Dawei Song, Jie Tang, Yuhang Guo |
| 2026 | ACL | MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation. | Xingchen Xiao, Heyan Huang, Runheng Liu, Jincheng Xie |
| 2026 | ACL | EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios. | Bin Xu, Yu Bai, Huashan Sun, Yiguan Lin, Siming Liu, Xinyue Liang, Yaolin Li, Zhuangzhi Dong, Jingren Zhang, Yufan Deng, Xinyu Zou, Yang Gao, Heyan Huang |
| 2026 | ACL | MIThinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling. | Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Ee-Peng Lim |
| 2026 | ACL | MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation. | Yanghao Zhou, Haitian Li, Rexar Lin, Heyan Huang, Jinxing Zhou, Changsen Yuan, Tian Lan, Ziqin Zhou, Yudong Li, Jiajun Xu, Jingyun Liao, YiMing Cheng, Xuefeng Chen, Xian-Ling Mao, Yousheng Feng |
| 2025 | AAAI | ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks. | Jiashu Yao, Heyan Huang, Zeming Liu, Haoyu Wen, Wei Su, Boao Qian, Yuhang Guo |
| 2025 | ACL | Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions. | Chengzhi Li, Heyan Huang, Ping Jian, Zhen Yang, Chenxu Wang, Yifan Wang |
| 2025 | ACL | A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation. | Dongshuo Liu, Zhijing Wu, Dandan Song, Heyan Huang |
| 2025 | ACL | FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference. | Runheng Liu, Xingchen Xiao, Heyan Huang, Zewen Chi, Zhijing Wu |
| 2025 | ACL | SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection. | Yi-Fan Lu, Xian-Ling Mao, Tian Lan, Tong Zhang, Yu-Shi Zhu, Heyan Huang |
| 2025 | ACL | Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark. | Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao |
| 2025 | ACL | Consistent Client Simulation for Motivational Interviewing-based Counseling. | Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Nicholas Gabriel Lim, Cameron Tan Shi Ern, Phey Ling Kit, Jenny Giam Xiuhui, John Pinto, Ee-Peng Lim |
| 2025 | ACL | CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration. | Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Phey Ling Kit, Nicholas Gabriel Lim, Cameron Tan Shi Ern, Ee-Peng Lim |
| 2025 | ACL | DocMEdit: Towards Document-Level Model Editing. | Zeng Li, Zeming Liu, Chong Feng, Heyan Huang, Yuhang Guo |
| 2025 | ACL | Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement. | Xiaofeng Zhou, Heyan Huang, Lizi Liao |
| 2025 | CHI | Seeking Inspiration through Human-LLM Interaction. | Xinrui Lin, Heyan Huang, Kaihuang Huang, Xin Shu, John Vines |
| 2025 | CSCWD | 3D Visual Question Answering via 2D-Enhanced Multi-Modal Fusion Framework. | Sihan Guo, Xian-Ling Mao, Heyan Huang |
| 2025 | EMNLP | Training Language Models to Critique With Multi-agent Feedback. | Tian Lan, Wenwei Zhang, Chengqi Lyu, Shuaibin Li, Chen Xu, Heyan Huang, Dahua Lin, Xian-Ling Mao, Kai Chen |
| 2025 | EMNLP | PRIM: Towards Practical In-Image Multilingual Machine Translation. | Yanzhi Tian, Zeming Liu, Zhengyang Liu, Chong Feng, Xin Li, Heyan Huang, Yuhang Guo |
| 2025 | EMNLP | SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements. | Heng-Da Xu, Xian-Ling Mao, Fanshu Sun, Tian-Yi Che, Cheng-Xin Xin, Heyan Huang |
| 2025 | IJCNN | PromptHR: A Humor Recognition Network Integrating Deep Commonsense Prompt Learning and Semantic Incongruity. | Xingwei Zeng, Jinta Weng, Hao Wu, Tianxin Huang, Jing Qiu, Heyan Huang |
| 2025 | SIGIR | How Users Interact with Generative Information Retrieval Systems: A Study of User Behavior and Search Experience. | Yidong Liang, Zhijing Wu, Fan Zhang, Dandan Song, Heyan Huang |
| 2024 | AAAI | Span Graph Transformer for Document-Level Named Entity Recognition. | Hongli Mao, Xian-Ling Mao, Hanlin Tang, Yuming Shang, Heyan Huang |
| 2024 | ACL | Word Matters: What Influences Domain Adaptation in Summarization? | Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao |
| 2024 | ACL | Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey. | Jiawei Li, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Ren Bowen, Chong Feng, Yang Gao, Heyan Huang |
| 2024 | ACL | Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent. | Heng-Da Xu, Xian-Ling Mao, Puhai Yang, Fanshu Sun, Heyan Huang |
| 2024 | ACL | Speaker Verification in Agent-generated Conversations. | Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Ee-Peng Lim |
| 2024 | ACL | Deterministic Reversible Data Augmentation for Neural Machine Translation. | Jiashu Yao, Heyan Huang, Zeming Liu, Yuhang Guo |
| 2024 | ACL | ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. | Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Jianan Zhao, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang |
| 2024 | COLING | SciMRC: Multi-perspective Scientific Machine Reading Comprehension. | Xiao Zhang, Heqi Zheng, Yuxiang Nie, Heyan Huang, Xian-Ling Mao |
| 2024 | COLING | Teaching Large Language Models to Translate on Low-resource Languages with Textbook Prompting. | Ping Guo, Yubing Ren, Yue Hu, Yunpeng Li, Jiarui Zhang, Xingsheng Zhang, Heyan Huang |
| 2024 | COLING | An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment. | Yongxiu Xu, Hao Xu, Heyan Huang, Shiyao Cui, Minghao Tang, Longzheng Wang, Hongbo Xu |
| 2024 | CSCWD | Data-Focus Proxy Hashing. | Wenjin Ji, Xianling Mao, Jinyu Liu, Rongcheng Tu, Heyan Huang |
| 2024 | EMNLP | CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling. | Yu Bai, Xiyuan Zou, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie C. K. Cheung |
| 2024 | EMNLP | How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment. | Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao |
| 2024 | EMNLP | QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism. | Bo Wang, Heyan Huang, Yixin Cao, Jiahao Ying, Wei Tang, Chong Feng |
| 2024 | ICANN | Enhancing Zero-Shot Translation in Multilingual Neural Machine Translation: Focusing on Obtaining Location-Agnostic Representations. | Jiarui Zhang, Heyan Huang, Yue Hu, Ping Guo |
| 2024 | IJCAI | Span-based Unified Named Entity Recognition Framework via Contrastive Learning. | Hongli Mao, Xian-Ling Mao, Hanlin Tang, Yu-Ming Shang, Xiaoyan Gao, Ao-Jie Ma, Heyan Huang |
| 2024 | KDD | A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers. | Tian-Yi Che, Xian-Ling Mao, Tian Lan, Heyan Huang |
| 2024 | NAACL | Mix-Initiative Response Generation with Dynamic Prefix Tuning. | Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao |
| 2024 | SMC | Decrease the Prompt Uncertainty: Adversarial Prompt Learning for Few-shot Text Classification. | Jinta Weng, Zhaoguang Zhang, Yaqi Jing, Chenxu Niu, Heyan Huang, Yue Hu |
| 2024 | WWW | Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience. | Ping Guo, Yue Hu, Yanan Cao, Yubing Ren, Yunpeng Li, Heyan Huang |
| 2024 | WWW | Beyond Labels and Topics: Discovering Causal Relationships in Neural Topic Modeling. | Yi-Kun Tang, Heyan Huang, Xuewen Shi, Xian-Ling Mao |
| 2024 | WWW | Online Sequential Decision-Making with Unknown Delays. | Ping Wu, Heyan Huang, Zhengyang Liu |
| 2024 | SIGIR | Steering Large Language Models for Cross-lingual Information Retrieval. | Ping Guo, Yubing Ren, Yue Hu, Yanan Cao, Yunpeng Li, Heyan Huang |
| 2023 | ACL | Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2023 | ACL | Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? | Zewen Chi, Heyan Huang, Xian-Ling Mao |
| 2023 | ACL | Towards Faithful Dialogues via Focus Learning. | Yifan Deng, Xingsheng Zhang, Heyan Huang, Yue Hu |
| 2023 | ACL | TemplateGEC: Improving Grammatical Error Correction with Detection Template. | Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang |
| 2023 | ACL | AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking. | Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2023 | ACL | Boosting Event Extraction with Denoised Structure-to-Text Augmentation. | Bo Wang, Heyan Huang, Xiaochi Wei, Ge Shi, Xiao Liu, Chong Feng, Tong Zhou, Shuaiqiang Wang, Dawei Yin |
| 2023 | ACL | Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction. | Changsen Yuan, Heyan Huang, Yixin Cao, Yonggang Wen |
| 2023 | EMNLP | Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. | Yizhe Yang, Heyan Huang, Yuhang Liu, Yang Gao |
| 2023 | ICLR | Copy is All You Need. | Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao |
| 2023 | ICONIP | Instance-Aware and Semantic-Guided Prompt for Few-Shot Learning in Large Language Models. | Jinta Weng, Donghao Li, Yifan Deng, Jie Zhang, Yue Hu, Heyan Huang |
| 2023 | KSEM | Multi-hop Reading Comprehension Learning Method Based on Answer Contrastive Learning. | Hao You, Heyan Huang, Yue Hu, Yongxiu Xu |
| 2023 | KSEM | Importance-Based Neuron Selective Distillation for Interference Mitigation in Multilingual Neural Machine Translation. | Jiarui Zhang, Heyan Huang, Yue Hu, Ping Guo, Yuqiang Xie |
| 2023 | SMC | Personalized Educational Video Evaluation Combining Student's Cognitive and Teaching Style. | Jinta Weng, Haoyu Dong, Yifan Deng, Yue Hu, Hao Wu, Heyan Huang |
| 2023 | SMC | Helping Language Models Learn More: Multi-Dimensional Task Prompt for Few-shot Tuning. | Jinta Weng, Jiarui Zhang, Yue Hu, Daidong Fa, Xiaofeng Xu, Heyan Huang |
| 2023 | WWW | A Passage-Level Reading Behavior Model for Mobile Search. | Zhijing Wu, Jiaxin Mao, Kedi Xu, Dandan Song, Heyan Huang |
| 2023 | SIGIR | Data-Aware Proxy Hashing for Cross-modal Retrieval. | Rong-Cheng Tu, Xian-Ling Mao, Wenjin Ji, Wei Wei, Heyan Huang |
| 2022 | AAAI | OneRel: Joint Entity and Relation Extraction with One Module in One Step. | Yuming Shang, Heyan Huang, Xianling Mao |
| 2022 | ACL | XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. | Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei |
| 2022 | ACL | Dynamic Prefix-Tuning for Generative Template-based Event Extraction. | Xiao Liu, Heyan Huang, Ge Shi, Bo Wang |
| 2022 | ACL | Cross-Lingual Phrase Retrieval. | Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Yan Tan, Tian Lan, Wei Wei, Xian-Ling Mao |
| 2022 | CIKM | Hammer PDF: An Intelligent PDF Reader for Scientific Papers. | Sheng-Fu Wang, Shu-Hang Liu, Tian-Yi Che, Yi-Fan Lu, Song-Xiao Yang, Heyan Huang, Xian-Ling Mao |
| 2022 | COLING | PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. | Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen |
| 2022 | COLING | Unsupervised Question Answering via Answer Diversifying. | Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2022 | COLING | ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2022 | EMNLP | Revisiting Grammatical Error Correction Evaluation and Beyond. | Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang |
| 2022 | EMNLP | Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network. | Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2022 | ICASSP | Wlinker: Modeling Relational Triplet Extraction As Word Linking. | Yongxiu Xu, Chuan Zhou, Heyan Huang, Jing Yu, Yue Hu |
| 2022 | IJCAI | Relational Triple Extraction: One Step is Enough. | Yuming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao |
| 2022 | ICTAI | SICKNet: A Humor Detection Network Integrating Semantic Incongruity and Commonsense Knowledge. | Penglong Huang, Xingwei Zeng, Jinta Weng, Ying Gao, Heyan Huang, Maobin Tang |
| 2022 | KDD | Toward Real-life Dialogue State Tracking Involving Negative Feedback Utterances. | Puhai Yang, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2022 | SIGIR | Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. | Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen |
| 2021 | AAAI | Exploring Explainable Selection to Control Abstractive Summarization. | Haonan Wang, Yang Gao, Yu Bai, Mirella Lapata, Heyan Huang |
| 2021 | AAAI | A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition. | Yongxiu Xu, Heyan Huang, Chong Feng, Yue Hu |
| 2021 | AAAI | Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation. | Tianfu Zhang, Heyan Huang, Chong Feng, Longbing Cao |
| 2021 | ACL | Cross-Lingual Abstractive Summarization with Limited Parallel Resources. | Yu Bai, Yang Gao, Heyan Huang |
| 2021 | ACL | Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. | Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei |
| 2021 | ACL | Prediction or Comparison: Toward Interpretable Qualitative Reasoning. | Mucheng Ren, Heyan Huang, Yang Gao |
| 2021 | ACL | Hashing based Efficient Inference for Image-Text Matching. | Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao |
| 2021 | ACL | Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking. | Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang, Xian-Ling Mao |
| 2021 | ACL | Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? | Puhai Yang, Heyan Huang, Xian-Ling Mao |
| 2021 | APWEB | Removing Input Confounder for Translation Quality Estimation via a Causal Motivated Method. | Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang |
| 2021 | APWEB | Unsupervised Deep Hashing via Adaptive Clustering. | Shu-ying Yu, Xian-Ling Mao, Wei Wei, Heyan Huang |
| 2021 | EMNLP | mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. | Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei |
| 2021 | EMNLP | Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation. | Tianfu Zhang, Heyan Huang, Chong Feng, Longbing Cao |
| 2021 | IJCNN | A Relation-aware Attention Neural Network for Modeling the Usage of Scientific Online Resources. | Yongxiu Xu, Heyan Huang, Chong Feng, Chuan Zhou, Jiarui Zhang, Yue Hu |
| 2021 | NAACL | InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. | Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou |
| 2021 | WWW | Partial-Softmax Loss based Deep Hashing. | Rong-Cheng Tu, Xian-Ling Mao, Jia-Nan Guo, Wei Wei, Heyan Huang |
| 2020 | AAAI | Cross-Lingual Natural Language Generation via Pre-Training. | Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang |
| 2020 | APWEB | Multi-task Learning for Low-Resource Second Language Acquisition Modeling. | Yong Hu, Heyan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi, Liner Yang, Xian-Ling Mao |
| 2020 | EMNLP | Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo. | Yong Hu, Heyan Huang, Anfan Chen, Xian-Ling Mao |
| 2020 | EMNLP | Towards Interpretable Reasoning over Paragraph Effects in Situation. | Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang |
| 2020 | IJCNLP | Can Monolingual Pretrained Models Help Cross-Lingual Classification? | Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang |
| 2020 | IJCNN | Dynamic Attention Aggregation with BERT for Neural Machine Translation. | JiaRui Zhang, Hongzheng Li, Shumin Shi, Heyan Huang, Yue Hu, Xiangpeng Wei |
| 2020 | PAKDD | Case-Sensitive Neural Machine Translation. | Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang |
| 2019 | AAAI | Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding. | Changsen Yuan, Heyan Huang, Chong Feng, Xiao Liu, Xiaochi Wei |
| 2019 | ACL | Open Domain Event Extraction Using Neural Latent Variable Models. | Xiao Liu, Heyan Huang, Yue Zhang |
| 2019 | CoNLL | Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning. | Xuewen Shi, Heyan Huang, Wenguan Wang, Ping Jian, Yi-Kun Tang |
| 2019 | DASFAA | HSDS: An Abstractive Model for Automatic Survey Generation. | Xiao-Jian Jiang, Xianling Mao, Bo-Si Feng, Xiaochi Wei, Bin-Bin Bian, Heyan Huang |
| 2019 | DASFAA | Tag Recommendation by Word-Level Tag Sequence Modeling. | Xuewen Shi, Heyan Huang, Shuyang Zhao, Ping Jian, Yi-Kun Tang |
| 2019 | EMNLP | Concept Pointer Network for Abstractive Summarization. | Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou |
| 2019 | ICMI | Streamlined Decoder for Chinese Spoken Language Understanding. | Heyan Huang, Xianling Mao, Puhai Yang |
| 2019 | IJCAI | Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. | Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang |
| 2019 | WWW | Neural Variational Correlated Topic Modeling. | Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei |
| 2019 | WISE | Picture News Collection: A Dataset for Automatic Picture News Thumbnail Selection. | Yi-Kun Tang, Heyan Huang, Xuewen Shi, Xianling Mao |
| 2018 | AAAI | Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence. | Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu |
| 2018 | AAAI | Supervised Deep Hashing for Hierarchical Labeled Data. | Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xianling Mao |
| 2018 | APWEB | Training Set Similarity Based Parameter Selection for Statistical Machine Translation. | Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang |
| 2018 | COLING | Task-oriented Word Embedding for Text Classification. | Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu |
| 2018 | EMNLP | Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation. | Xiao Liu, Zhunchen Luo, Heyan Huang |
| 2018 | EMNLP | Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction. | Ge Shi, Chong Feng, Lifu Huang, Boliang Zhang, Heng Ji, Lejian Liao, Heyan Huang |
| 2018 | IJCAI | Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning. | Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua |
| 2017 | AAAI | S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions. | Xianling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen |
| 2017 | APWEB | Aligning Gaussian-Topic with Embedding Network for Summarization Ranking. | Linjing Wei, Heyan Huang, Yang Gao, Xiaochi Wei, Chong Feng |
| 2017 | DASFAA | Leveraging Pattern Associations for Word Embedding Models. | Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng |
| 2017 | IJCAI | Topical Sentence Embedding for Query Focused Document Summarization. | Yang Gao, Linjing Wei, Heyan Huang, Qian Liu |
| 2017 | PACLIC | A Parallel Recurrent Neural Network for Language Modeling with POS Tags. | Chao Su, Heyan Huang, Shumin Shi, Yuhang Guo, Hao Wu |
| 2017 | PAKDD | A P-LSTM Neural Network for Sentiment Classification. | Chi Lu, Heyan Huang, Ping Jian, Dan Wang, Yi-Di Guo |
| 2017 | WWW | Query Expansion Based on a Feedback Concept Model for Microblog Retrieval. | Yashen Wang, Heyan Huang, Chong Feng |
| 2016 | ACL | CSE: Conceptual Sentence Embeddings based on Attention Model. | Yashen Wang, Heyan Huang, Chong Feng, Qiang Zhou, Jiahui Gu, Xiong Gao |
| 2016 | COLING | A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing. | Xianling Mao, Yi-Jing Hao, Qiang Zhou, Wenqing Yuan, Liner Yang, Heyan Huang |
| 2016 | WISE | Labeled Phrase Latent Dirichlet Allocation. | Yi-Kun Tang, Xianling Mao, Heyan Huang |
| 2015 | AAAI | Forecasting Collector Road Speeds Under High Percentage of Missing Data. | Xin Xin, Chunwei Lu, Yashen Wang, Heyan Huang |
| 2015 | APWEB | A Co-ranking Framework to Select Optimal Seed Set for Influence Maximization in Heterogeneous Network. | Yashen Wang, Heyan Huang, Chong Feng, Xianxiang Yang |
| 2015 | APWEB | An Online Inference Algorithm for Labeled Latent Dirichlet Allocation. | Qiang Zhou, Heyan Huang, Xianling Mao |
| 2015 | DASFAA | Multi-roles Affiliation Model for General User Profiling. | Lizi Liao, Heyan Huang, Yashen Wang |
| 2015 | IJCAI | Re-Ranking Voting-Based Answers by Discarding User Behavior Biases. | Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang |
| 2015 | IJCAI | Cross-Domain Collaborative Filtering with Review Text. | Xin Xin, Zhirun Liu, Chin-Yew Lin, Heyan Huang, Xiaochi Wei, Ping Guo |
| 2014 | AAAI | Lifetime Lexical Variation in Social Media. | Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim |
| 2014 | APWEB | A Hybrid Method of Sentiment Key Sentence Identification Using Lexical Semantics and Syntactic Dependencies. | Chong Feng, Chun Liao, Zhirun Liu, Heyan Huang |
| 2014 | CICLING | A Method of Polarity Computation of Chinese Sentiment Words Based on Gaussian Distribution. | Ruijing Li, Shumin Shi, Heyan Huang, Chao Su, Tianhang Wang |
| 2014 | CIS | Domain-Specific Product Named Entity Recognition from Chinese Microblog. | Xianxiang Yang, Heyan Huang, Xin Xin, Quanchao Liu, Xiaochi Wei |
| 2014 | ICONIP | A Nonlinear Cross-Site Transfer Learning Approach for Recommender Systems. | Xin Xin, Zhirun Liu, Heyan Huang |
| 2014 | ICTAI | Tri-Rank: An Authority Ranking Framework in Heterogeneous Academic Networks by Mutual Reinforce. | Zhirun Liu, Heyan Huang, Xiaochi Wei, Xianling Mao |
| 2014 | PAKDD | Learning to Display in Sponsored Search. | Xin Xin, Heyan Huang |
| 2013 | ADMA | Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics. | Quanchao Liu, Heyan Huang, Chen Zhang, Zhenzhao Chen, Jiajun Chen |
| 2013 | PAKDD | Micro-blog Post Topic Drift Detection Based on LDA Model. | Quanchao Liu, Heyan Huang, Chong Feng |
| 2013 | PAKDD | Online Cross-Lingual PLSI for Evolutionary Theme Patterns Analysis. | Xin Xin, Kun Zhuang, Ying Fang, Heyan Huang |
| 2013 | WISE | Distinguishing Social Ties in Recommender Systems by Graph-Based Algorithms. | Xiaochi Wei, Heyan Huang, Xin Xin, Xianxiang Yang |
| 2012 | CIKM | Do ads compete or collaborate?: designing click models with full relationship incorporated. | Xin Xin, Irwin King, Ritesh Agrawal, Michael R. Lyu, Heyan Huang |
| 2012 | COLING | Chinese Word Sense Disambiguation based on Context Expansion. | Zhizhuo Yang, Heyan Huang |
| 2012 | PACLIC | Emotional Tendency Identification for Micro-blog Topics Based on Multiple Characteristics. | Quanchao Liu, Chong Feng, Heyan Huang |
| 2012 | PAKDD | Active Learning for Cross Language Text Categorization. | Yue Liu, Lin Dai, Weitao Zhou, Heyan Huang |
| 2011 | PACLIC | An English-Chinese Cross-lingual Word Semantic Similarity Measure Exploring Attributes and Relations. | Lin Dai, Heyan Huang |
| 2011 | PACLIC | Unsupervised Word Sense Disambiguation Using Neighborhood Knowledge. | Heyan Huang, Zhizhuo Yang, Ping Jian |
| 2010 | ICCCI | Pretreatment for Speech Machine Translation. | Xiaofei Zhang, Chong Feng, Heyan Huang |
| 2010 | ICMLC | A method of Chinese coreference resolution combined multi-features in discourse. | Shumin Shi, Heyan Huang, Rui-Yang Chen |
| 2008 | AMTA | Applications of MT during Olympic Games 2008. | Chengqing Zong, Heyan Huang, Shumin Shi |
| 2008 | ISKE | Extracting Chinese multi-word terms from small corpus. | Lang Zhou, Liang Zhang, Chong Feng, Heyan Huang |