发表论文：郑博文同学论文被 KDD 2025 录用

Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation

发表论文：刘恩泽同学论文被 KDD 2025 录用

Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation

发表论文：蒋锦昊同学论文被 ACL 2025 录用

KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph

发表论文：董梓灿同学论文被 ACL 2025 录用

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation

发表论文：陈杰同学论文被 ACL 2025 录用

Towards Effective and Efficient Continual Pre-training of Large Language Models

发表论文：胡译文同学论文被 ACL 2025 录用

YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model

发表论文：成晓雪同学论文被 ACL 2025 录用

Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking

发表论文：汤昕宇同学论文被 ACL 2025 录用

Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering

发表论文：王禹昊同学论文被 SIGIR 2025 录用

Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation

发表论文：王晓磊同学论文被 SIGIR 2025 录用

Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User

发表论文：任瑞阳同学论文被 SIGIR 2025 录用

LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking

发表论文：刘恩泽同学论文被 SIGIR 2025 录用

Generative Recommender with End-to-End Learnable Item Tokenization

发表论文：田震同学论文被 DASFAA 2025 录用

UFIN: Universal Feature Interaction Network for Multi-Domain Click-Through Rate Prediction

发表论文：蒋锦昊同学论文被 ICLR 2025 录用

Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment

发表论文：邓佳同学论文被 ICLR 2025 录用

NPTI：Neuron Based Personality Trait Induction in Large Language Models

发表论文：王晓磊同学论文被 ICLR 2025 录用

Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning

发表论文：汤昕宇同学论文被 NAACL 2025 录用

DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning

发表论文：蒋锦昊同学论文被 NAACL 2025 录用

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement

发表论文：张君杰同学论文被 WWW 2025 录用

Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation

发表论文：任瑞阳同学论文被 WWW 2025 录用

Self-Calibrated Listwise Reranking with Large Language Models

发表论文：汤昕宇同学论文被 AAAI 2025 录用

Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers

发表论文：任瑞阳同学论文被 LREC-COLING 2025 录用

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation

发表论文：都一凡同学论文被 LREC-COLING 2025 录用

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning

发表论文：周昆同学论文被 NeurIPS 2024 录用

JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models

发表论文：董梓灿同学论文被 NeurIPS 2024 录用

Exploring Context Window of Large Language Models via Decomposed Positional Vectors

发表论文：李依凡同学论文被 ECCV 2024 录用

Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

发表论文：成晓雪同学论文被 EMNLP 2024 录用

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector

发表论文：王禹昊同学论文被 EMNLP 2024 录用

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-domain Question Answering

发表论文：陈志朋同学论文被 EMNLP 2024 录用

Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment

发表论文：任瑞阳同学论文被 EMNLP 2024 录用

BASES: Large-scale Web Search User Simulation with Large Language Model based Agents

发表论文：陈杰同学论文被 EMNLP 2024 录用

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models

发表论文：张君杰同学论文被 EMNLP 2024 录用

AuriSRec: Adversarial User Intention Learning in Sequential Recommendation   

发表论文：张高玮同学论文被 RecSys 2024 录用

Scaling Law of Large Sequential Recommendation Models

发表论文：徐澜玲同学论文被 EMNLP 2024 录用

Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation

发表论文：田震同学论文被 KDD 2024 录用

Rotative Factorization Machines

发表论文：杨晨同学论文被 KDD 2024 录用

Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method

发表论文：李军毅同学论文被 ACL 2024 录用

The dawn after the dark: An empirical study on factuality hallucination in large language models

发表论文：唐天一同学论文被 ACL 2024 录用

Language-specific neurons: The key to multilingual capabilities in large language models

发表论文：田震同学论文被 ACL 2024 录用

Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression

发表论文：闵映乾同学论文被 ACL 2024 录用

Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning

发表论文：陈志朋同学论文被 ACL 2024 录用

Improving large language models via fine-grained reinforcement learning with minimum editing constraint

发表论文：唐天一同学论文被 ACL 2024 录用

LLMBox: A Comprehensive Library for Large Language Models

发表论文：徐澜玲同学论文被 CIKM 2024 录用

Sequence-level Semantic Representation Fusion for Recommender Systems

发表论文：田震同学论文被 SIGIR 2024 录用

EulerFormer: Sequential User Behavior Modeling With Complex Vector Attention

发表论文：田长鑫同学论文被 TOIS 录用

Privacy-Preserving Cross-Domain Recommendation With Federated Graph Learning

发表论文：郑博文同学论文被 ICDE 2024 录用

Adapting Large Language Models By Integrating Collaborative Semantics For Recommendation

发表论文：唐天一同学论文被 NAACL 2024 录用

Not All Metrics Are Guilty: Improving NLG Evaluation By Diversifying References

发表论文：成晓雪同学论文被 LREC-COLING 2024 录用

ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting

发表论文：董梓灿同学论文被 LREC-COLING 2024 录用

BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models

发表论文：刘沛羽同学论文被 LREC-COLING 2024 录用

Enhancing Parameter-efficient Fine-tuning with Simple Calibration based on Stable Rank

发表论文：刘沛羽同学论文被 LREC-COLING 2024 录用

Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study

发表论文：张君杰同学论文被 WWW 2024 录用

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

发表论文：赵鑫老师论文被 TOIS 录用

Dense Text Retrieval based on Pretrained Language Models: A Survey

发表论文：李依凡同学论文被 EMNLP 2023 录用

Evaluating Object Hallucination In Large Vision-Language Models

发表论文：李军毅同学论文被 EMNLP 2023 录用

HaluEval: A Large-Scale Hallucination Evaluation Benchmark For Large Language Models

发表论文：王晓磊同学论文被 EMNLP 2023 录用

Rethinking The Evaluation For Conversational Recommendation In The Era Of Large Language Models

发表论文：蒋锦昊同学论文被 EMNLP 2023 录用

StructGPT: A General Framework For Large Language Model To Reason Over Structured Data

ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph

发表论文：刘沛羽同学论文被 EMNLP 2023 录用

Enhancing Scalability Of Pre-Trained Language Models Via Efficient Parameter Sharing

发表论文：任瑞阳同学论文被 EMNLP 2023 录用

A Thorough Examination On Zero-Shot Dense Retrieval

发表论文：陈志朋同学论文被 EMNLP 2023 录用

ChatCoT: Tool-Augmented Chain-Of-Thought Reasoning On Chat-Based Large Language Models

发表论文：张北辰同学论文被 EMNLP 2023 录用

Evaluating And Improving Tool-Augmented Computation-Intensive Math Reasoning

发表论文：周昆同学论文被 ECML-PKDD 2023 录用

MASTER: Multi-Task Pre-Trained Bottlenecked Masked Autoencoders Are Better Dense Retrievers

发表论文：郑博文同学论文被 RecSys 2023 录用

Reciprocal Sequential Recommendation

发表论文：孙文奇同学论文被 RecSys 2023 录用

Generative Next-Basket Recommendation

发表论文：赵鑫老师论文被 KDD 2023 录用

JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving

发表论文：王晓磊同学论文被 KDD 2023 录用

Improving Conversational Recommendation Systems via Counterfactual Data Simulation

发表论文：高泽峰老师论文被 ACL 2023 录用

Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization

发表论文：任瑞阳同学论文被 ACL 2023 录用

TOME: A Two-stage Approach for Model-based Retrieval

发表论文：都一凡同学论文被 ACL 2023 录用

Zero-shot Visual Question Answering with Language Model Feedback

发表论文：李军毅同学论文被 ACL 2023 录用

The Web Can Be Your Oyster for Improving Language Models

发表论文：唐天一同学论文被 ACL 2023 录用

MVP: Multi-task Supervised Pre-training for Natural Language Generation

Learning to Imagine: Visually-Augmented Natural Language Generation

发表论文：李依凡同学论文被 IJCAI 2023 录用

Diffusion Models for Non-autoregressive Text Generation: A Survey

发表论文：田震同学论文被 SIGIR 2023 录用

EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction

发表论文：徐澜玲同学论文被 SIGIR 2023 录用

Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems

发表论文：侯宇蓬同学论文被 WWW 2023 录用

Learning Vector-Quantized Item Representaction for Transferable Sequential Recommenders