发表论文

Publication

• 2025-04-27
  Utilization
  Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation
  SIGIR 2025
  论文详情
• 2025-04-10
  Rec Sys
  Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User
  SIGIR 2025
  论文详情
• 2025-04-10
  Utilization
  LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking
  SIGIR 2025
  论文详情
• 2025-04-10
  Rec Sys
  Generative Recommender with End-to-End Learnable Item Tokenization
  SIGIR 2025
  论文详情
• 2025-03-06
  Reasoning
  An Empirical Study on Eliciting and Improving R1-like Reasoning Models
  Technical Report
  论文详情
• 2025-02-05
  Reasoning
  Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
  Technical Report
  论文详情
• 2025-01-24
  Rec Sys
  UFIN: Universal Feature Interaction Network for Multi-Domain Click-Through Rate Prediction
  DASFAA 2025
  论文详情
• 2025-01-23
  Pretrain
  Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
  ICLR 2025
  论文详情
• 2025-01-23
  Utilization
  NPTI：Neuron Based Personality Trait Induction in Large Language Models
  ICLR 2025
  论文详情
• 2025-01-23
  Pretrain
   Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
  ICLR 2025
  论文详情
• 2025-01-22
  Utilization
    DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning
  NAACL 2025
  论文详情
• 2025-01-22
  Reasoning
  RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
  NAACL 2025
  论文详情
• 2025-01-20
  Rec Sys
  Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation
  WWW 2025
  论文详情
• 2025-01-20
  Rec Sys
  Self-Calibrated Listwise Reranking with Large Language Models
  WWW 2025
  论文详情
• 2024-12-22
  Reasoning
  Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems
  Technical Report
  论文详情
• 2024-12-11
  Utilization
   Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers
  AAAI 2025
  论文详情
• 2024-11-30
  Utilization
   Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
  COLING 2025
  论文详情
• 2024-11-30
  MM
  What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning
  COLING 2025
  论文详情
• 2024-11-18
  Reasoning
  Enhancing LLM Reasoning with Reward-guided Tree Search
  Technical Report
  论文详情
• 2024-09-27
  Pretrain
  JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
  NeurIPS 2024
  论文详情
• 2024-09-27
  Pretrain
   Exploring Context Window of Large Language Models via Decomposed Positional Vectors
  NeurIPS 2024
  论文详情
• 2024-09-23
  MM
   Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models
  ECCV 2024
  论文详情
• 2024-09-20
  Utilization
   Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
  EMNLP 2024
  论文详情
• 2024-09-20
  Utilization
   REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-domain Question Answering
  EMNLP 2024
  论文详情
• 2024-09-20
  Utilization
   Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
  EMNLP 2024
  论文详情
• 2024-09-20
  Utilization
  BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
  Findings of EMNLP 2024
  论文详情
• 2024-09-20
  Pretrain
   Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
  Findings of EMNLP 2024
  论文详情
• 2024-09-20
  Rec Sys
  AuriSRec: Adversarial User Intention Learning in Sequential Recommendation   
  Findings of EMNLP 2024
  论文详情
• 2024-07-30
  Rec Sys
  Scaling Law of Large Sequential Recommendation Models
  RecSys 2024
  论文详情
• 2024-07-30
  Rec Sys
  Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation
  RecSys 2024
  论文详情
• 2024-07-17
  Rec Sys
  Sequence-level Semantic Representation Fusion for Recommender Systems
  CIKM 2024 applied research track
  论文详情
• 2024-06-19
  Rec Sys
  Rotative Factorization Machines
  KDD 2024
  论文详情
• 2024-06-19
  Rec Sys
  Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method
  KDD 2024
  论文详情
• 2024-05-20
  Utilization
   The dawn after the dark: An empirical study on factuality hallucination in large language models
  ACL 2024
  论文详情
• 2024-05-20
  Utilization
   Language-specific neurons: The key to multilingual capabilities in large language models
  ACL 2024
  论文详情
• 2024-05-20
  Pretrain
  Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression
  ACL 2024
  论文详情
• 2024-05-20
  Utilization
   Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning
  Findings of ACL 2024
  论文详情
• 2024-05-20
  Utilization
   Improving large language models via fine-grained reinforcement learning with minimum editing constraint
  Findings of ACL 2024
  论文详情
• 2024-05-16
  Utilization
   LLMBox: A Comprehensive Library for Large Language Models
  ACL 2024 Demos
  论文详情
• 2024-03-26
  Rec Sys
  Privacy-Preserving Cross-Domain Recommendation with Federated Graph Learning
  TOIS 2024
  论文详情
• 2024-03-26
  Pretrain
  EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
  SIGIR 2024
  论文详情
• 2024-03-19
  Rec Sys
  Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
  ICDE 2024
  论文详情
• 2024-03-14
  Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References
  NAACL 2024
  论文详情
• 2024-02-20
  Utilization
   Enhancing Parameter-efficient Fine-tuning with Simple Calibration based on Stable Rank
  LREC-COLING 2024
  论文详情
• 2024-02-20
  Utilization
  Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study
  LREC-COLING 2024
  论文详情
• 2024-02-20
  Utilization
   ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting
  LREC-COLING 2024
  论文详情
• 2024-02-20
  BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models
  LREC-COLING 2024
  论文详情
• 2024-01-23
  Rec Sys
  AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
  WWW 2024
  论文详情
• 2024-01-01
  Dense Text Retrieval based on Pretrained Language Models: A Survey
  TOIS 2024
  论文详情
• 2023-12-10
  Utilization
   Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
  NeurIPS 2023 Datasets and Benchmarks Track
  论文详情

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