Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.

[BibT_eX]

[DOI]

Kexun Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data.

[BibT_eX]

[DOI]

Tulika Manoj Awalgaonkar

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Uncertainty-Guided Boundary Learning for Imbalanced Social Event Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2024

CoSENT: Consistent Sentence Embedding via Similarity Ranking.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2024

TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action.

[BibT_eX]

[DOI]

CoRR, 2024

SpecTool: A Benchmark for Characterizing Errors in Tool-Use LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent.

[BibT_eX]

[DOI]

CoRR, 2024

xLAM: A Family of Large Action Models to Empower AI Agent Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Personalized Multi-task Training for Recommender System.

[BibT_eX]

[DOI]

CoRR, 2024

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets.

[BibT_eX]

[DOI]

CoRR, 2024

MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases.

[BibT_eX]

[DOI]

Rithesh Murthy

Liangwei Yang

Juntao Tan

Tulika Manoj Awalgaonkar

CoRR, 2024

MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

[BibT_eX]

[DOI]

Prafulla Kumar Choubey

CoRR, 2024

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning.

[BibT_eX]

[DOI]

Tulika Manoj Awalgaonkar

CoRR, 2024

Unified Pretraining for Recommendation via Task Hypergraphs.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Knowledge Graph Context-Enhanced Diversified Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Instruction-based Hypergraph Pretraining.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Semi-Supervised Clustering via Structural Entropy with Different Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Conditional Denoising Diffusion for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

AI Agent for Information Retrieval: Generating and Ranking.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Collaborative Alignment for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Domain-Invariant Feature Progressive Distillation with Adversarial Adaptive Augmentation for Low-Resource Cross-Domain NER.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Collaborative Contextualization: Bridging the Gap between Collaborative Filtering and Pre-trained Language Model.

[BibT_eX]

[DOI]

CoRR, 2023

BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents.

[BibT_eX]

[DOI]

CoRR, 2023

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization.

[BibT_eX]

[DOI]

CoRR, 2023

REX: Rapid Exploration and eXploitation for AI Agents.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing.

[BibT_eX]

[DOI]

CoRR, 2023

Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Ranking-based Group Identification via Factorized Attention on Social Tripartite Graph.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System.

[BibT_eX]

[DOI]

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Group Identification via Transitional Hypergraph Convolution with Cross-view Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Graph-based Alignment and Uniformity for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Multi-View Graph Convolution for Participant Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Federated Social Recommendation with Graph Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Generating Negative Samples for Sequential Recommendation.

[BibT_eX]

[DOI]

Yongjun Chen

Jia Li

Zhiwei Liu

Nitish Shirish Keskar

Huan Wang

Julian J. McAuley

Caiming Xiong

CoRR, 2022

Improving Contrastive Learning with Model Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2022

Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Sequential Recommendation via Stochastic Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Intent Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Deoscillated Adaptive Graph Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2022

Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2022

Explanation Guided Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

MetaKRec: Collaborative Meta-Knowledge Enhanced Recommender System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

Pre-training Graph Neural Network for Cross Domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Fraud Detection on Non-attributed Graph.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Self-supervised Sequential Recommendation with Robust Augmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Hop-Aware Dimension Optimization for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Pre-training Graph Neural Network for Cross Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Deep Fraud Detection on Non-attributed Graph.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network.

[BibT_eX]