AI Box | 发表论文

2026-11-13

Rec Sys

Collaborative Memory Augmentation for Generative Recommendation

KDD 2026

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2026-11-13

Rec Sys

Dual-Stream MLP Is All You Need for CTR Prediction

TKDD 2026

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2026-11-13

Rec Sys

GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction

WWW 2026

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2026-11-13

Utilization

Toward Autonomous Long-Horizon Engineering for ML Research

EMNLP 2026 Findings

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2026-11-13

Utilization

Immersion in the GitHub Universe: Scaling Coding Agents to Mastery

EMNLP 2026 Findings

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2026-11-13

Reasoning

ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization

ICLR 2026

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2026-11-13

Utilization

IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling

ICLR 2026

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2026-11-13

Utilization

Experience-Driven Reflective Co-Evolution of Prompts and Heuristics for Autonomous Algorithm Design

ACL 2026 Findings

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2026-11-13

Pretrain

Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models

ACL 2026

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2026-11-13

Utilization

SWE-World: Building Software Engineering Agents in Docker-Free Environments

EMNLP 2026 Findings

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2026-11-13

MM

Improving Vision-language Models with Perception-centric Process Reward Models

CVPR 2026

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2026-11-13

Reasoning

ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution

ICML 2026

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2026-11-13

Reasoning

Contrastive Neuron Regulation for Chain-of-Thought Reasoning

EMNLP 2026

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2026-11-13

Pretrain

Beyond Prefix Answering: Parallel Infilling Reading for Long Contexts with Diffusion Language Models

EMNLP 2026

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2026-11-13

Utilization

SEAR: Self-Judging Agentic Reward Models

EMNLP 2026

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2026-11-13

MM

Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning

ACL 2026

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2026-11-13

MM

UNLEASHING PERCEPTION-TIME SCALING TO MULTIMODAL REASONING MODELS

ICLR 2026

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2026-11-13

Utilization

Agent Systems with Harness Engineering: A Systematic Survey

Frontiers of Computer Science (FCS)

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2026-11-13

Reasoning

Towards High Data Efficiency in Reinforcement Learning with Verifiable Reward

ICLR 2026

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2026-11-13

Reasoning

Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards

ACL 2026

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2026-11-13

MM

Analyzing and Mitigating Object Hallucination: A Training Bias Perspective

AAAI 2026

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2026-11-13

MM

Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization

CVPR 2026

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2026-11-13

Utilization

Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization

EMNLP 2026 Findings

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2026-11-13

Reasoning

Towards Effective Code-Integrated Reasoning

AAAI 2026

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2026-11-13

Reasoning

RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library

EACL 2026 Findings

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2026-11-13

Pretrain

WSM: decay-free learning rate schedule via checkpoint merging for LLM pre-training

ICLR 2026

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2026-11-13

Pretrain

MergeMix: Optimizing Mid-Training Data Mixtures via Learnable Model Merging

ICML 2026

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2026-11-13

Pretrain

Entropy-guided token dropout: Training autoregressive language models with limited domain data

EMNLP 2026

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2026-11-13

Reasoning

MegaCode: A Repository-Level Dataset for Long-Context Code Reasoning

EMNLP 2026 Findings

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2026-11-13

Reasoning

Reasoning with Exploration: An Entropy Perspective

AAAI 2026

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2025-11-09

MM

Analyzing and Mitigating Object Hallucination: A Training Bias Perspective

AAAI 2025

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2025-11-09

Reasoning

Reasoning with Exploration: An Entropy Perspective

AAAI 2025

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2025-11-09

Reasoning

Towards Effective Code-Integrated Reasoning

AAAI 2025

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2025-09-20

Reasoning

ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests

NeurIPS 2025 Dataset

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2025-09-20

Reasoning

Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning

NeurIPS 2025

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2025-09-20

Utilization

Domain Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations

NeurIPS 2025

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2025-08-22

Utilization

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability

EMNLP 2025

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2025-08-22

Utilization

Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models

EMNLP 2025

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2025-08-22

Utilization

Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis

Short Paper Of EMNLP 2025

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2025-08-22

Reasoning

ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework

Findings Of EMNLP 2025

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2025-08-22

Reasoning

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis

Findings Of EMNLP 2025

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2025-08-22

Reasoning

Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning

Findings Of EMNLP 2025

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2025-08-22

MM

ViFT: Towards Visual Intruction-free Fine-tuning for Large Vision Language Models

Findings Of EMNLP 2025

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2025-08-22

Utilization

MMATH: A Multilingual Benchmark for Mathematical Reasoning

Findings Of EMNLP 2025

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2025-06-12

Rec Sys

Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation

KDD 2025

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2025-06-12

Rec Sys

Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation

KDD 2025

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2025-05-19

Utilization

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

ACL 2025

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2025-05-19

Utilization

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

Findings Of ACL 2025

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2025-05-19

Pretrain

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

ACL 2025

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2025-05-19

Pretrain

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

ACL 2025

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