Chenlei Guo

50 papers A* 5B 2Misc 4Journal 23Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Perfect APIs: A Comprehensive Evaluation of LLM Agents Under Real-World API Complexity.
CoRR
Doyoung Kim, Zhiwei Ren, Jie Hao, Zhongkai Sun, Lichao Wang, Xiyao Ma, Zack Ye, Xu Han, Jun Yin, Heng Ji, Wei Shen, Xing Fan, Benjamin Z. Yao, Chenlei Guo
2026 J jnl
PA3: Policy-Aware Agent Alignment through Chain-of-Thought.
CoRR
Shubhashis Roy Dipta, Daniel Bis, Kun Zhou, Lichao Wang, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya
2025 J jnl
Analyzing and Internalizing Complex Policy Documents for LLM Agents.
CoRR
Jiateng Liu, Zhenhailong Wang, Xiaojiang Huang, Yingjie Li, Xing Fan, Xiang Li, Chenlei Guo, Ruhi Sarikaya, Heng Ji
2025 J jnl
Multimodal Policy Internalization for Conversational Agents.
CoRR
Zhenhailong Wang, Jiateng Liu, Amin Fazel, Ritesh Sarkhel, Xing Fan, Xiang Li, Chenlei Guo, Heng Ji, Ruhi Sarikaya
2024 J jnl
A Self-Learning Framework for Large-Scale Conversational AI Systems.
IEEE Comput. Intell. Mag.
Xiaohu Liu, Chenlei Guo, Benjamin Z. Yao, Ruhi Sarikaya
2024 A* conf
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning.
ICLR
Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo
2024 J jnl
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning.
CoRR
Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo
2023 — conf
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents.
EMNLP (Industry Track)
Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo
2023 J jnl
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.
CoRR
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
2023 Misc conf
Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.
ICASSP
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
2023 — conf
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning.
EMNLP (Industry Track)
Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo
2023 Misc conf
KG-ECO: Knowledge Graph Enhanced Entity Correction For Query Rewriting.
ICASSP
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
2023 J jnl
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting.
CoRR
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
2023 — conf
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer.
SustaiNLP
Xu Han, Bin Guo, Yoon Jung, Benjamin Z. Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
2023 J jnl
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer.
CoRR
Xu Han, Bin Guo, Yoon Jung, Benjamin Z. Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
2023 A* conf
PersonalTM: Transformer Memory for Personalized Retrieval.
SIGIR
Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo
2022 — conf
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.
RepL4NLP@ACL
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
2022 J jnl
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.
CoRR
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
2022 — conf
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI.
EMNLP (Industry Track)
Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür
2022 Misc conf
Incremental User Embedding Modeling for Personalized Text Classification.
ICASSP
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
2022 J jnl
Incremental user embedding modeling for personalized text classification.
CoRR
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
2022 B conf
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations.
COLING
Meiguo Wang, Benjamin Z. Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo
2022 — conf
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation.
NAACL-HLT
Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu, Fan Xing, Chenlei Guo, Yang Liu
2022 — conf
PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems.
EMNLP (Industry Track)
Daniel Bis, Saurabh Gupta, Jie Hao, Xing Fan, Chenlei Guo
2022 — conf
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding.
EMNLP (Industry Track)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
2022 J jnl
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding.
CoRR
Uma-Naresh Niranjan, Ziyan Jiang, Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
2022 J jnl
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems.
CoRR
Zhongkai Sun, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Chenlei Guo
2022 — conf
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.
NAACL-HLT (Industry Papers)
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
2022 J jnl
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.
CoRR
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
2021 — conf
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems.
EMNLP (1)
Zhuoyi Wang, Saurabh Gupta, Jie Hao, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo
2021 J jnl
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.
AI Mag.
Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya
2021 Misc conf
Graph Enhanced Query Rewriting for Spoken Language Understanding System.
ICASSP
Siyang Yuan, Saurabh Gupta, Xing Fan, Derek Liu, Yang Liu, Chenlei Guo
2021 — conf
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation.
EMNLP (1)
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
2021 J jnl
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation.
CoRR
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
2021 — conf
VAE based Text Style Transfer with Pivot Words Enhancement Learning.
ICON
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
2021 J jnl
VAE based Text Style Transfer with Pivot Words Enhancement Learning.
CoRR
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
2020 A* conf
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.
AAAI
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
2020 — conf
IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents.
Converse@KDD
Yuan Ling, Benjamin Z. Yao, Guneet Singh Kohli, Tuan-Hung Pham, Chenlei Guo
2020 A* conf
Knowledge Distillation from Internal Representations.
AAAI
Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Z. Yao, Xing Fan, Chenlei Guo
2020 J jnl
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems.
CoRR
Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo
2020 J jnl
Personalized Query Rewriting in Conversational AI Agents.
CoRR
Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo
2020 J jnl
Pre-Training for Query Rewriting in A Spoken Language Understanding System.
CoRR
Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo
2019 J jnl
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.
CoRR
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
2010 J jnl
A Novel Multiresolution Spatiotemporal Saliency Detection Model and Its Applications in Image and Video Compression.
IEEE Trans. Image Process.
Chenlei Guo, Liming Zhang
2010 — conf
Automatic identification and delineation of germ layer components in H&E stained images of teratomas derived from human and nonhuman primate embryonic stem cells.
ISBI
Ramamurthy Bhagavatula, Matthew C. Fickus, W. Kelly, Chenlei Guo, John A. Ozolek, Carlos A. Castro, Jelena Kovacevic
2010 J jnl
Real-Time Robust Signal Space Separation for Magnetoencephalography.
IEEE Trans. Biomed. Eng.
Chenlei Guo, Xin Li, Samu Taulu, Wei Wang, Douglas J. Weber
2008 A* conf
Spatio-temporal Saliency detection using phase spectrum of quaternion fourier transform.
CVPR
Chenlei Guo, Qi Ma, Liming Zhang
2007 B conf
An Attention Selection Model with Visual Memory and Online Learning.
IJCNN
Chenlei Guo, Liming Zhang
2007 — conf
Attention Selection with Self-supervised Competition Neural Network and Its Applications in Robot.
ISNN (1)
Chenlei Guo, Liming Zhang
2006 — conf
An Attention Selection System Based on Neural Network and Its Application in Tracking Objects.
ISNN (2)
Chenlei Guo, Liming Zhang